Overview

Dataset info

Number of variables 171
Number of observations 60000
Total Missing (%) 4.8%
Total size in memory 78.3 MiB
Average record size in memory 1.3 KiB

Variables types

Numeric 124
Categorical 0
Boolean 2
Date 0
Text (Unique) 0
Rejected 45
Unsupported 0

Warnings

  • ab_000 has 46329 / 77.2% missing values Missing
  • ab_000 is highly skewed (γ1 = 28.085) Skewed
  • ab_000 has 10977 / 18.3% zeros Zeros
  • ac_000 has 3335 / 5.6% missing values Missing
  • ac_000 has 8752 / 14.6% zeros Zeros
  • ad_000 has 14861 / 24.8% missing values Missing
  • ad_000 is highly skewed (γ1 = 212.46) Skewed
  • ad_000 has 2009 / 3.3% zeros Zeros
  • ae_000 has 2500 / 4.2% missing values Missing
  • ae_000 is highly skewed (γ1 = 90.588) Skewed
  • ae_000 has 55543 / 92.6% zeros Zeros
  • af_000 has 2500 / 4.2% missing values Missing
  • af_000 is highly skewed (γ1 = 51.672) Skewed
  • af_000 has 55476 / 92.5% zeros Zeros
  • ag_000 has 671 / 1.1% missing values Missing
  • ag_000 is highly skewed (γ1 = 153.39) Skewed
  • ag_000 has 59133 / 98.6% zeros Zeros
  • ag_001 has 671 / 1.1% missing values Missing
  • ag_001 is highly skewed (γ1 = 76.076) Skewed
  • ag_001 has 58587 / 97.6% zeros Zeros
  • ag_002 has 671 / 1.1% missing values Missing
  • ag_002 is highly skewed (γ1 = 37.026) Skewed
  • ag_002 has 56181 / 93.6% zeros Zeros
  • ag_003 has 671 / 1.1% missing values Missing
  • ag_003 is highly skewed (γ1 = 23.788) Skewed
  • ag_003 has 46894 / 78.2% zeros Zeros
  • ag_004 has 671 / 1.1% missing values Missing
  • ag_004 is highly skewed (γ1 = 22.292) Skewed
  • ag_004 has 1305 / 2.2% zeros Zeros
  • ag_005 has 671 / 1.1% missing values Missing
  • ag_005 has 1941 / 3.2% zeros Zeros
  • ag_006 has 671 / 1.1% missing values Missing
  • ag_006 has 1238 / 2.1% zeros Zeros
  • ag_007 has 671 / 1.1% missing values Missing
  • ag_007 has 15875 / 26.5% zeros Zeros
  • ag_008 has 671 / 1.1% missing values Missing
  • ag_008 is highly skewed (γ1 = 35.68) Skewed
  • ag_008 has 25091 / 41.8% zeros Zeros
  • ag_009 has 671 / 1.1% missing values Missing
  • ag_009 is highly skewed (γ1 = 98.289) Skewed
  • ag_009 has 40698 / 67.8% zeros Zeros
  • ah_000 is highly correlated with aa_000 (ρ = 0.9081) Rejected
  • ai_000 has 629 / 1.0% missing values Missing
  • ai_000 is highly skewed (γ1 = 47.453) Skewed
  • ai_000 has 53588 / 89.3% zeros Zeros
  • aj_000 has 629 / 1.0% missing values Missing
  • aj_000 is highly skewed (γ1 = 75.076) Skewed
  • aj_000 has 46919 / 78.2% zeros Zeros
  • ak_000 is highly correlated with aj_000 (ρ = 0.93006) Rejected
  • al_000 has 642 / 1.1% missing values Missing
  • al_000 is highly skewed (γ1 = 28.893) Skewed
  • al_000 has 37473 / 62.5% zeros Zeros
  • am_0 is highly correlated with al_000 (ρ = 0.99389) Rejected
  • an_000 is highly correlated with ah_000 (ρ = 0.98837) Rejected
  • ao_000 is highly correlated with an_000 (ρ = 0.993) Rejected
  • ap_000 has 642 / 1.1% missing values Missing
  • aq_000 is highly correlated with ap_000 (ρ = 0.93537) Rejected
  • ar_000 has 2723 / 4.5% missing values Missing
  • ar_000 is highly skewed (γ1 = 27.902) Skewed
  • ar_000 has 54928 / 91.5% zeros Zeros
  • as_000 has 629 / 1.0% missing values Missing
  • as_000 is highly skewed (γ1 = 111.73) Skewed
  • as_000 has 59350 / 98.9% zeros Zeros
  • at_000 has 629 / 1.0% missing values Missing
  • at_000 is highly skewed (γ1 = 57.317) Skewed
  • at_000 has 53395 / 89.0% zeros Zeros
  • au_000 has 629 / 1.0% missing values Missing
  • au_000 is highly skewed (γ1 = 108.99) Skewed
  • au_000 has 59310 / 98.9% zeros Zeros
  • av_000 has 2500 / 4.2% missing values Missing
  • av_000 is highly skewed (γ1 = 47.134) Skewed
  • av_000 has 10008 / 16.7% zeros Zeros
  • ax_000 has 2501 / 4.2% missing values Missing
  • ax_000 is highly skewed (γ1 = 21.809) Skewed
  • ax_000 has 10191 / 17.0% zeros Zeros
  • ay_000 has 671 / 1.1% missing values Missing
  • ay_000 is highly skewed (γ1 = 59.621) Skewed
  • ay_000 has 58761 / 97.9% zeros Zeros
  • ay_001 has 671 / 1.1% missing values Missing
  • ay_001 is highly skewed (γ1 = 102.42) Skewed
  • ay_001 has 58192 / 97.0% zeros Zeros
  • ay_002 has 671 / 1.1% missing values Missing
  • ay_002 is highly skewed (γ1 = 53.64) Skewed
  • ay_002 has 58162 / 96.9% zeros Zeros
  • ay_003 has 671 / 1.1% missing values Missing
  • ay_003 is highly skewed (γ1 = 40.195) Skewed
  • ay_003 has 58078 / 96.8% zeros Zeros
  • ay_004 has 671 / 1.1% missing values Missing
  • ay_004 is highly skewed (γ1 = 63.509) Skewed
  • ay_004 has 57158 / 95.3% zeros Zeros
  • ay_005 has 671 / 1.1% missing values Missing
  • ay_005 is highly skewed (γ1 = 39.042) Skewed
  • ay_005 has 30338 / 50.6% zeros Zeros
  • ay_006 has 671 / 1.1% missing values Missing
  • ay_006 has 16604 / 27.7% zeros Zeros
  • ay_007 has 671 / 1.1% missing values Missing
  • ay_007 is highly skewed (γ1 = 21.471) Skewed
  • ay_007 has 7432 / 12.4% zeros Zeros
  • ay_008 has 671 / 1.1% missing values Missing
  • ay_008 has 4944 / 8.2% zeros Zeros
  • ay_009 has 671 / 1.1% missing values Missing
  • ay_009 is highly skewed (γ1 = 159.07) Skewed
  • ay_009 has 58789 / 98.0% zeros Zeros
  • az_000 has 671 / 1.1% missing values Missing
  • az_000 is highly skewed (γ1 = 69.347) Skewed
  • az_000 has 1096 / 1.8% zeros Zeros
  • az_001 has 671 / 1.1% missing values Missing
  • az_001 is highly skewed (γ1 = 58.304) Skewed
  • az_001 has 1458 / 2.4% zeros Zeros
  • az_002 has 671 / 1.1% missing values Missing
  • az_002 is highly skewed (γ1 = 86.764) Skewed
  • az_002 has 1280 / 2.1% zeros Zeros
  • az_003 has 671 / 1.1% missing values Missing
  • az_003 is highly skewed (γ1 = 32.664) Skewed
  • az_003 has 1184 / 2.0% zeros Zeros
  • az_004 has 671 / 1.1% missing values Missing
  • az_004 has 1147 / 1.9% zeros Zeros
  • az_005 has 671 / 1.1% missing values Missing
  • az_005 has 1129 / 1.9% zeros Zeros
  • az_006 has 671 / 1.1% missing values Missing
  • az_006 is highly skewed (γ1 = 24.831) Skewed
  • az_006 has 8672 / 14.5% zeros Zeros
  • az_007 has 671 / 1.1% missing values Missing
  • az_007 is highly skewed (γ1 = 63.195) Skewed
  • az_007 has 45094 / 75.2% zeros Zeros
  • az_008 has 671 / 1.1% missing values Missing
  • az_008 is highly skewed (γ1 = 62.461) Skewed
  • az_008 has 54222 / 90.4% zeros Zeros
  • az_009 has 671 / 1.1% missing values Missing
  • az_009 is highly skewed (γ1 = 163.61) Skewed
  • az_009 has 57445 / 95.7% zeros Zeros
  • ba_000 has 688 / 1.1% missing values Missing
  • ba_000 has 1089 / 1.8% zeros Zeros
  • ba_001 is highly correlated with ag_005 (ρ = 0.90564) Rejected
  • ba_002 is highly correlated with ba_001 (ρ = 0.93588) Rejected
  • ba_003 is highly correlated with ba_002 (ρ = 0.96496) Rejected
  • ba_004 is highly correlated with ba_003 (ρ = 0.96697) Rejected
  • ba_005 is highly correlated with ba_004 (ρ = 0.94245) Rejected
  • ba_006 is highly correlated with ba_005 (ρ = 0.9014) Rejected
  • ba_007 has 688 / 1.1% missing values Missing
  • ba_007 has 8038 / 13.4% zeros Zeros
  • ba_008 has 688 / 1.1% missing values Missing
  • ba_008 is highly skewed (γ1 = 53.345) Skewed
  • ba_008 has 24854 / 41.4% zeros Zeros
  • ba_009 has 688 / 1.1% missing values Missing
  • ba_009 is highly skewed (γ1 = 49.21) Skewed
  • ba_009 has 39619 / 66.0% zeros Zeros
  • bb_000 is highly correlated with aq_000 (ρ = 0.90834) Rejected
  • bc_000 has 2725 / 4.5% missing values Missing
  • bc_000 is highly skewed (γ1 = 43.263) Skewed
  • bc_000 has 19296 / 32.2% zeros Zeros
  • bd_000 has 2727 / 4.5% missing values Missing
  • bd_000 is highly skewed (γ1 = 23.082) Skewed
  • bd_000 has 4030 / 6.7% zeros Zeros
  • be_000 has 2503 / 4.2% missing values Missing
  • be_000 is highly skewed (γ1 = 37.844) Skewed
  • be_000 has 6951 / 11.6% zeros Zeros
  • bf_000 has 2500 / 4.2% missing values Missing
  • bf_000 is highly skewed (γ1 = 40.522) Skewed
  • bf_000 has 25294 / 42.2% zeros Zeros
  • bg_000 is highly correlated with bb_000 (ρ = 0.98336) Rejected
  • bh_000 is highly correlated with bg_000 (ρ = 0.95321) Rejected
  • bi_000 is highly correlated with ap_000 (ρ = 0.91679) Rejected
  • bj_000 is highly correlated with bh_000 (ρ = 0.90591) Rejected
  • bk_000 has 23034 / 38.4% missing values Missing
  • bl_000 has 27277 / 45.5% missing values Missing
  • bl_000 has 1016 / 1.7% zeros Zeros
  • bm_000 is highly correlated with bl_000 (ρ = 0.92554) Rejected
  • bn_000 is highly correlated with bm_000 (ρ = 0.93523) Rejected
  • bo_000 is highly correlated with bn_000 (ρ = 0.96906) Rejected
  • bp_000 is highly correlated with bo_000 (ρ = 0.97778) Rejected
  • bq_000 is highly correlated with bp_000 (ρ = 0.98209) Rejected
  • br_000 is highly correlated with bq_000 (ρ = 0.98512) Rejected
  • bs_000 has 726 / 1.2% missing values Missing
  • bt_000 is highly correlated with bg_000 (ρ = 0.91034) Rejected
  • bu_000 is highly correlated with bt_000 (ρ = 0.91646) Rejected
  • bv_000 is highly correlated with bu_000 (ρ = 1) Rejected
  • bx_000 has 3257 / 5.4% missing values Missing
  • by_000 is highly correlated with bx_000 (ρ = 0.9387) Rejected
  • bz_000 has 2723 / 4.5% missing values Missing
  • bz_000 has 13841 / 23.1% zeros Zeros
  • ca_000 has 4356 / 7.3% missing values Missing
  • cb_000 has 726 / 1.2% missing values Missing
  • cc_000 is highly correlated with by_000 (ρ = 0.94492) Rejected
  • cd_000 has 676 / 1.1% missing values Missing
  • ce_000 has 2502 / 4.2% missing values Missing
  • ce_000 has 11845 / 19.7% zeros Zeros
  • cf_000 is highly correlated with ad_000 (ρ = 1) Rejected
  • cg_000 has 14861 / 24.8% missing values Missing
  • cg_000 is highly skewed (γ1 = 29.611) Skewed
  • cg_000 has 2915 / 4.9% zeros Zeros
  • ch_000 has 14861 / 24.8% missing values Missing
  • ch_000 is highly skewed (γ1 = 67.165) Skewed
  • ch_000 has 45129 / 75.2% zeros Zeros
  • ci_000 is highly correlated with bv_000 (ρ = 0.93646) Rejected
  • cj_000 is highly skewed (γ1 = 22.106) Skewed
  • cj_000 has 47122 / 78.5% zeros Zeros
  • cl_000 has 9553 / 15.9% missing values Missing
  • cl_000 has 36787 / 61.3% zeros Zeros
  • cm_000 has 9877 / 16.5% missing values Missing
  • cm_000 has 24215 / 40.4% zeros Zeros
  • cn_000 has 687 / 1.1% missing values Missing
  • cn_000 is highly skewed (γ1 = 56.638) Skewed
  • cn_000 has 57300 / 95.5% zeros Zeros
  • cn_001 has 687 / 1.1% missing values Missing
  • cn_001 is highly skewed (γ1 = 28.194) Skewed
  • cn_001 has 50464 / 84.1% zeros Zeros
  • cn_002 has 687 / 1.1% missing values Missing
  • cn_002 has 30538 / 50.9% zeros Zeros
  • cn_003 has 687 / 1.1% missing values Missing
  • cn_003 has 2594 / 4.3% zeros Zeros
  • cn_004 is highly correlated with by_000 (ρ = 0.91005) Rejected
  • cn_005 is highly correlated with ag_006 (ρ = 0.95678) Rejected
  • cn_006 has 687 / 1.1% missing values Missing
  • cn_006 has 2726 / 4.5% zeros Zeros
  • cn_007 has 687 / 1.1% missing values Missing
  • cn_007 is highly skewed (γ1 = 26.953) Skewed
  • cn_007 has 9289 / 15.5% zeros Zeros
  • cn_008 has 687 / 1.1% missing values Missing
  • cn_008 is highly skewed (γ1 = 21.508) Skewed
  • cn_008 has 15387 / 25.6% zeros Zeros
  • cn_009 has 687 / 1.1% missing values Missing
  • cn_009 is highly skewed (γ1 = 101.08) Skewed
  • cn_009 has 25978 / 43.3% zeros Zeros
  • co_000 is highly correlated with cf_000 (ρ = 1) Rejected
  • cp_000 has 2724 / 4.5% missing values Missing
  • cp_000 is highly skewed (γ1 = 39.889) Skewed
  • cp_000 has 9537 / 15.9% zeros Zeros
  • cq_000 is highly correlated with ci_000 (ρ = 0.93646) Rejected
  • cr_000 has 46329 / 77.2% missing values Missing
  • cr_000 is highly skewed (γ1 = 40.126) Skewed
  • cr_000 has 13592 / 22.7% zeros Zeros
  • cs_000 has 669 / 1.1% missing values Missing
  • cs_000 has 1090 / 1.8% zeros Zeros
  • cs_001 has 669 / 1.1% missing values Missing
  • cs_001 is highly skewed (γ1 = 67.936) Skewed
  • cs_001 has 1255 / 2.1% zeros Zeros
  • cs_002 has 669 / 1.1% missing values Missing
  • cs_002 has 1168 / 1.9% zeros Zeros
  • cs_003 has 669 / 1.1% missing values Missing
  • cs_003 has 1205 / 2.0% zeros Zeros
  • cs_004 has 669 / 1.1% missing values Missing
  • cs_004 has 1223 / 2.0% zeros Zeros
  • cs_005 is highly correlated with cn_004 (ρ = 0.93375) Rejected
  • cs_006 has 669 / 1.1% missing values Missing
  • cs_006 has 1122 / 1.9% zeros Zeros
  • cs_007 has 669 / 1.1% missing values Missing
  • cs_007 is highly skewed (γ1 = 140.73) Skewed
  • cs_007 has 5107 / 8.5% zeros Zeros
  • cs_008 has 669 / 1.1% missing values Missing
  • cs_008 is highly skewed (γ1 = 121.56) Skewed
  • cs_008 has 14043 / 23.4% zeros Zeros
  • cs_009 has 669 / 1.1% missing values Missing
  • cs_009 is highly skewed (γ1 = 243.53) Skewed
  • cs_009 has 56427 / 94.0% zeros Zeros
  • ct_000 has 13808 / 23.0% missing values Missing
  • ct_000 is highly skewed (γ1 = 107.03) Skewed
  • ct_000 has 2186 / 3.6% zeros Zeros
  • cu_000 has 13808 / 23.0% missing values Missing
  • cu_000 is highly skewed (γ1 = 43.849) Skewed
  • cu_000 has 2160 / 3.6% zeros Zeros
  • cv_000 has 13808 / 23.0% missing values Missing
  • cv_000 has 1029 / 1.7% zeros Zeros
  • cx_000 has 13808 / 23.0% missing values Missing
  • cx_000 has 1638 / 2.7% zeros Zeros
  • cy_000 has 13808 / 23.0% missing values Missing
  • cy_000 is highly skewed (γ1 = 65.342) Skewed
  • cy_000 has 39509 / 65.8% zeros Zeros
  • cz_000 has 13808 / 23.0% missing values Missing
  • cz_000 is highly skewed (γ1 = 55.757) Skewed
  • cz_000 has 9114 / 15.2% zeros Zeros
  • da_000 has 13808 / 23.0% missing values Missing
  • da_000 is highly skewed (γ1 = 62.925) Skewed
  • da_000 has 45645 / 76.1% zeros Zeros
  • db_000 has 13808 / 23.0% missing values Missing
  • db_000 is highly skewed (γ1 = 83.628) Skewed
  • db_000 has 27715 / 46.2% zeros Zeros
  • dc_000 is highly correlated with cv_000 (ρ = 0.9472) Rejected
  • dd_000 has 2503 / 4.2% missing values Missing
  • dd_000 has 866 / 1.4% zeros Zeros
  • de_000 has 2724 / 4.5% missing values Missing
  • de_000 is highly skewed (γ1 = 37.477) Skewed
  • de_000 has 860 / 1.4% zeros Zeros
  • df_000 has 4008 / 6.7% missing values Missing
  • df_000 is highly skewed (γ1 = 108.94) Skewed
  • df_000 has 54930 / 91.5% zeros Zeros
  • dg_000 has 4008 / 6.7% missing values Missing
  • dg_000 is highly skewed (γ1 = 76.813) Skewed
  • dg_000 has 54424 / 90.7% zeros Zeros
  • dh_000 has 4008 / 6.7% missing values Missing
  • dh_000 is highly skewed (γ1 = 202.91) Skewed
  • dh_000 has 49008 / 81.7% zeros Zeros
  • di_000 has 4006 / 6.7% missing values Missing
  • di_000 is highly skewed (γ1 = 24.909) Skewed
  • di_000 has 45647 / 76.1% zeros Zeros
  • dj_000 has 4007 / 6.7% missing values Missing
  • dj_000 is highly skewed (γ1 = 150.51) Skewed
  • dj_000 has 55796 / 93.0% zeros Zeros
  • dk_000 has 4007 / 6.7% missing values Missing
  • dk_000 is highly skewed (γ1 = 49.022) Skewed
  • dk_000 has 55675 / 92.8% zeros Zeros
  • dl_000 has 4008 / 6.7% missing values Missing
  • dl_000 is highly skewed (γ1 = 53.369) Skewed
  • dl_000 has 55769 / 92.9% zeros Zeros
  • dm_000 has 4009 / 6.7% missing values Missing
  • dm_000 is highly skewed (γ1 = 48.891) Skewed
  • dm_000 has 55734 / 92.9% zeros Zeros
  • dn_000 is highly correlated with cq_000 (ρ = 0.90183) Rejected
  • do_000 has 2724 / 4.5% missing values Missing
  • do_000 has 13287 / 22.1% zeros Zeros
  • dp_000 is highly correlated with do_000 (ρ = 0.93954) Rejected
  • dq_000 has 2726 / 4.5% missing values Missing
  • dq_000 is highly skewed (γ1 = 35.343) Skewed
  • dq_000 has 44404 / 74.0% zeros Zeros
  • dr_000 has 2726 / 4.5% missing values Missing
  • dr_000 has 44267 / 73.8% zeros Zeros
  • ds_000 has 2727 / 4.5% missing values Missing
  • ds_000 has 2662 / 4.4% zeros Zeros
  • dt_000 is highly correlated with ds_000 (ρ = 0.96945) Rejected
  • du_000 has 2726 / 4.5% missing values Missing
  • du_000 has 3280 / 5.5% zeros Zeros
  • dv_000 has 2726 / 4.5% missing values Missing
  • dv_000 has 3278 / 5.5% zeros Zeros
  • dx_000 has 2723 / 4.5% missing values Missing
  • dx_000 has 39558 / 65.9% zeros Zeros
  • dy_000 has 2724 / 4.5% missing values Missing
  • dy_000 is highly skewed (γ1 = 20.748) Skewed
  • dy_000 has 36269 / 60.4% zeros Zeros
  • dz_000 has 2723 / 4.5% missing values Missing
  • dz_000 is highly skewed (γ1 = 92.41) Skewed
  • dz_000 has 56984 / 95.0% zeros Zeros
  • ea_000 has 2723 / 4.5% missing values Missing
  • ea_000 is highly skewed (γ1 = 91.231) Skewed
  • ea_000 has 56535 / 94.2% zeros Zeros
  • eb_000 has 4007 / 6.7% missing values Missing
  • eb_000 has 21449 / 35.7% zeros Zeros
  • ec_00 has 10239 / 17.1% missing values Missing
  • ec_00 has 1276 / 2.1% zeros Zeros
  • ed_000 is highly correlated with ec_00 (ρ = 0.95686) Rejected
  • ee_000 is highly correlated with cs_003 (ρ = 0.91027) Rejected
  • ee_001 is highly correlated with ba_000 (ρ = 0.90441) Rejected
  • ee_002 is highly correlated with cn_004 (ρ = 0.92769) Rejected
  • ee_003 is highly correlated with ee_002 (ρ = 0.94623) Rejected
  • ee_004 is highly correlated with ee_003 (ρ = 0.95588) Rejected
  • ee_005 has 671 / 1.1% missing values Missing
  • ee_005 has 2814 / 4.7% zeros Zeros
  • ee_006 has 671 / 1.1% missing values Missing
  • ee_006 has 4458 / 7.4% zeros Zeros
  • ee_007 has 671 / 1.1% missing values Missing
  • ee_007 has 7898 / 13.2% zeros Zeros
  • ee_008 has 671 / 1.1% missing values Missing
  • ee_008 has 17280 / 28.8% zeros Zeros
  • ee_009 has 671 / 1.1% missing values Missing
  • ee_009 is highly skewed (γ1 = 29.214) Skewed
  • ee_009 has 31863 / 53.1% zeros Zeros
  • ef_000 has 2724 / 4.5% missing values Missing
  • ef_000 is highly skewed (γ1 = 73.432) Skewed
  • ef_000 has 57021 / 95.0% zeros Zeros
  • eg_000 has 2723 / 4.5% missing values Missing
  • eg_000 is highly skewed (γ1 = 89.029) Skewed
  • eg_000 has 56794 / 94.7% zeros Zeros

Variables

aa_000
Numeric

Distinct count 22095
Unique (%) 36.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 59336
Minimum 0
Maximum 2746600
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 10
Q1 834
Median 30776
Q3 48668
95-th percentile 221150
Maximum 2746600
Range 2746600
Interquartile range 47834

Descriptive statistics

Standard deviation 145430
Coef of variation 2.4509
Kurtosis 48.297
Mean 59336
MAD 64502
Skewness 6.1158
Sum 3560200000
Variance 21150000000
Memory size 468.8 KiB
Value Count Frequency (%)  
8.0 1023 1.7%
 
10.0 953 1.6%
 
14.0 920 1.5%
 
12.0 882 1.5%
 
6.0 594 1.0%
 
16.0 568 0.9%
 
18.0 423 0.7%
 
28.0 407 0.7%
 
0.0 393 0.7%
 
30.0 319 0.5%
 
Other values (22085) 53518 89.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 393 0.7%
 
2.0 214 0.4%
 
4.0 312 0.5%
 
6.0 594 1.0%
 
8.0 1023 1.7%
 

Maximum 5 values

Value Count Frequency (%)  
2111010.0 1 0.0%
 
2220448.0 2 0.0%
 
2316926.0 1 0.0%
 
2434708.0 1 0.0%
 
2746564.0 1 0.0%
 

ab_000
Numeric

Distinct count 30
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 46329
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.71319
Minimum 0
Maximum 204
Zeros (%) 18.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4
Maximum 204
Range 204
Interquartile range 0

Descriptive statistics

Standard deviation 3.479
Coef of variation 4.878
Kurtosis 1223.5
Mean 0.71319
MAD 1.1453
Skewness 28.085
Sum 9750
Variance 12.103
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 10977 18.3%
 
2.0 1937 3.2%
 
4.0 420 0.7%
 
6.0 148 0.2%
 
8.0 65 0.1%
 
10.0 35 0.1%
 
12.0 28 0.0%
 
14.0 12 0.0%
 
16.0 7 0.0%
 
24.0 6 0.0%
 
Other values (19) 36 0.1%
 
(Missing) 46329 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 10977 18.3%
 
2.0 1937 3.2%
 
4.0 420 0.7%
 
6.0 148 0.2%
 
8.0 65 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
68.0 1 0.0%
 
90.0 1 0.0%
 
100.0 3 0.0%
 
134.0 1 0.0%
 
204.0 1 0.0%
 

ac_000
Numeric

Distinct count 2062
Unique (%) 3.4%
Missing (%) 5.6%
Missing (n) 3335
Infinite (%) 0.0%
Infinite (n) 0
Mean 356010000
Minimum 0
Maximum 2130700000
Zeros (%) 14.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 16
Median 152
Q3 964
95-th percentile 2130700000
Maximum 2130700000
Range 2130700000
Interquartile range 948

Descriptive statistics

Standard deviation 794870000
Coef of variation 2.2327
Kurtosis 1.1857
Mean 356010000
MAD 593060000
Skewness 1.7848
Sum 20174000000000
Variance 6.3183e+17
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 8752 14.6%
 
2130706432.0 6188 10.3%
 
2130706434.0 1227 2.0%
 
4.0 768 1.3%
 
8.0 762 1.3%
 
2.0 756 1.3%
 
6.0 680 1.1%
 
12.0 674 1.1%
 
14.0 661 1.1%
 
16.0 656 1.1%
 
Other values (2051) 35541 59.2%
 
(Missing) 3335 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8752 14.6%
 
2.0 756 1.3%
 
4.0 768 1.3%
 
6.0 680 1.1%
 
8.0 762 1.3%
 

Maximum 5 values

Value Count Frequency (%)  
2130706614.0 1 0.0%
 
2130706634.0 2 0.0%
 
2130706642.0 1 0.0%
 
2130706664.0 2 0.0%
 
2130706796.0 1 0.0%
 

ad_000
Numeric

Distinct count 1887
Unique (%) 3.1%
Missing (%) 24.8%
Missing (n) 14861
Infinite (%) 0.0%
Infinite (n) 0
Mean 190620
Minimum 0
Maximum 8584300000
Zeros (%) 3.3%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 24
Median 126
Q3 430
95-th percentile 1566
Maximum 8584300000
Range 8584300000
Interquartile range 406

Descriptive statistics

Standard deviation 40404000
Coef of variation 211.96
Kurtosis 45139
Mean 190620
MAD 380360
Skewness 212.46
Sum 8604400000
Variance 1632500000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2009 3.3%
 
2.0 937 1.6%
 
6.0 884 1.5%
 
4.0 875 1.5%
 
8.0 820 1.4%
 
10.0 818 1.4%
 
12.0 782 1.3%
 
16.0 777 1.3%
 
14.0 772 1.3%
 
18.0 737 1.2%
 
Other values (1876) 35728 59.5%
 
(Missing) 14861 24.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2009 3.3%
 
2.0 937 1.6%
 
4.0 875 1.5%
 
6.0 884 1.5%
 
8.0 820 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
84106.0 1 0.0%
 
95266.0 1 0.0%
 
194868.0 1 0.0%
 
612266.0 1 0.0%
 
8584297742.0 1 0.0%
 

ae_000
Numeric

Distinct count 334
Unique (%) 0.6%
Missing (%) 4.2%
Missing (n) 2500
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.8191
Minimum 0
Maximum 21050
Zeros (%) 92.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 21050
Range 21050
Interquartile range 0

Descriptive statistics

Standard deviation 161.54
Coef of variation 23.69
Kurtosis 10761
Mean 6.8191
MAD 13.287
Skewness 90.588
Sum 392100
Variance 26096
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55543 92.6%
 
2.0 601 1.0%
 
4.0 105 0.2%
 
6.0 63 0.1%
 
8.0 60 0.1%
 
10.0 56 0.1%
 
12.0 42 0.1%
 
14.0 37 0.1%
 
16.0 30 0.1%
 
18.0 30 0.1%
 
Other values (323) 933 1.6%
 
(Missing) 2500 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55543 92.6%
 
2.0 601 1.0%
 
4.0 105 0.2%
 
6.0 63 0.1%
 
8.0 60 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4726.0 1 0.0%
 
5386.0 1 0.0%
 
8332.0 1 0.0%
 
12048.0 1 0.0%
 
21050.0 2 0.0%
 

af_000
Numeric

Distinct count 419
Unique (%) 0.7%
Missing (%) 4.2%
Missing (n) 2500
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.007
Minimum 0
Maximum 20070
Zeros (%) 92.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 20070
Range 20070
Interquartile range 0

Descriptive statistics

Standard deviation 209.79
Coef of variation 19.06
Kurtosis 3818.5
Mean 11.007
MAD 21.468
Skewness 51.672
Sum 632890
Variance 44013
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55476 92.5%
 
2.0 576 1.0%
 
4.0 119 0.2%
 
6.0 75 0.1%
 
12.0 53 0.1%
 
8.0 52 0.1%
 
10.0 46 0.1%
 
14.0 43 0.1%
 
18.0 28 0.0%
 
30.0 26 0.0%
 
Other values (408) 1006 1.7%
 
(Missing) 2500 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55476 92.5%
 
2.0 576 1.0%
 
4.0 119 0.2%
 
6.0 75 0.1%
 
8.0 52 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
9040.0 1 0.0%
 
11284.0 1 0.0%
 
11368.0 1 0.0%
 
13562.0 1 0.0%
 
20070.0 2 0.0%
 

ag_000
Numeric

Distinct count 155
Unique (%) 0.3%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 221.64
Minimum 0
Maximum 3376900
Zeros (%) 98.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3376900
Range 3376900
Interquartile range 0

Descriptive statistics

Standard deviation 20478
Coef of variation 92.397
Kurtosis 24992
Mean 221.64
MAD 442.12
Skewness 153.39
Sum 13149000
Variance 419370000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 59133 98.6%
 
2.0 9 0.0%
 
16186.0 5 0.0%
 
4.0 5 0.0%
 
11912.0 5 0.0%
 
16.0 3 0.0%
 
28.0 3 0.0%
 
206.0 3 0.0%
 
360.0 3 0.0%
 
26.0 2 0.0%
 
Other values (144) 158 0.3%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 59133 98.6%
 
2.0 9 0.0%
 
4.0 5 0.0%
 
6.0 2 0.0%
 
8.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
443614.0 1 0.0%
 
536290.0 1 0.0%
 
544866.0 1 0.0%
 
850604.0 1 0.0%
 
3376892.0 2 0.0%
 

ag_001
Numeric

Distinct count 618
Unique (%) 1.0%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 975.72
Minimum 0
Maximum 4109400
Zeros (%) 97.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4109400
Range 4109400
Interquartile range 0

Descriptive statistics

Standard deviation 34201
Coef of variation 35.052
Kurtosis 7290.5
Mean 975.72
MAD 1931.8
Skewness 76.076
Sum 57889000
Variance 1169700000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58587 97.6%
 
2.0 9 0.0%
 
12.0 6 0.0%
 
530916.0 5 0.0%
 
15166.0 5 0.0%
 
32.0 4 0.0%
 
26.0 4 0.0%
 
212.0 4 0.0%
 
48.0 3 0.0%
 
184540.0 3 0.0%
 
Other values (607) 699 1.2%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58587 97.6%
 
2.0 9 0.0%
 
4.0 1 0.0%
 
6.0 1 0.0%
 
8.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1767874.0 1 0.0%
 
1909708.0 1 0.0%
 
2769256.0 1 0.0%
 
3708310.0 1 0.0%
 
4109372.0 1 0.0%
 

ag_002
Numeric

Distinct count 2423
Unique (%) 4.0%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 8606
Minimum 0
Maximum 10553000
Zeros (%) 93.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 120
Maximum 10553000
Range 10553000
Interquartile range 0

Descriptive statistics

Standard deviation 150320
Coef of variation 17.467
Kurtosis 1772.6
Mean 8606
MAD 16633
Skewness 37.026
Sum 510590000
Variance 22597000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 56181 93.6%
 
342.0 9 0.0%
 
6.0 9 0.0%
 
16.0 8 0.0%
 
94.0 7 0.0%
 
54.0 7 0.0%
 
12.0 7 0.0%
 
82.0 7 0.0%
 
80.0 6 0.0%
 
24.0 6 0.0%
 
Other values (2412) 3082 5.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56181 93.6%
 
2.0 5 0.0%
 
4.0 4 0.0%
 
6.0 9 0.0%
 
8.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7771682.0 2 0.0%
 
8415016.0 1 0.0%
 
8718718.0 1 0.0%
 
9042380.0 1 0.0%
 
10552856.0 1 0.0%
 

ag_003
Numeric

Distinct count 7880
Unique (%) 13.1%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 88591
Minimum 0
Maximum 63402000
Zeros (%) 78.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 128380
Maximum 63402000
Range 63402000
Interquartile range 0

Descriptive statistics

Standard deviation 761730
Coef of variation 8.5983
Kurtosis 1117
Mean 88591
MAD 163650
Skewness 23.788
Sum 5256000000
Variance 580230000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 46894 78.2%
 
30.0 22 0.0%
 
2.0 22 0.0%
 
16.0 21 0.0%
 
22.0 20 0.0%
 
152.0 19 0.0%
 
24.0 18 0.0%
 
26.0 18 0.0%
 
140.0 17 0.0%
 
58.0 17 0.0%
 
Other values (7869) 12261 20.4%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 46894 78.2%
 
2.0 22 0.0%
 
4.0 15 0.0%
 
6.0 7 0.0%
 
8.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
25374424.0 1 0.0%
 
26708652.0 1 0.0%
 
26729816.0 1 0.0%
 
29047300.0 1 0.0%
 
63402074.0 1 0.0%
 

ag_004
Numeric

Distinct count 23072
Unique (%) 38.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 437100
Minimum 0
Maximum 228830000
Zeros (%) 2.2%

Quantile statistics

Minimum 0
5-th percentile 16
Q1 308
Median 3672
Q3 49522
95-th percentile 1748400
Maximum 228830000
Range 228830000
Interquartile range 49214

Descriptive statistics

Standard deviation 2374300
Coef of variation 5.4319
Kurtosis 1527.4
Mean 437100
MAD 736610
Skewness 22.292
Sum 25933000000
Variance 5637200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1305 2.2%
 
6.0 294 0.5%
 
2.0 279 0.5%
 
4.0 256 0.4%
 
8.0 235 0.4%
 
10.0 224 0.4%
 
12.0 173 0.3%
 
88.0 171 0.3%
 
94.0 161 0.3%
 
84.0 154 0.3%
 
Other values (23061) 56077 93.5%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1305 2.2%
 
2.0 279 0.5%
 
4.0 256 0.4%
 
6.0 294 0.5%
 
8.0 235 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
47528750.0 1 0.0%
 
51446956.0 1 0.0%
 
52252040.0 1 0.0%
 
53962932.0 1 0.0%
 
228830570.0 1 0.0%
 

ag_005
Numeric

Distinct count 40798
Unique (%) 68.0%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1108400
Minimum 0
Maximum 179190000
Zeros (%) 3.2%

Quantile statistics

Minimum 0
5-th percentile 686
Q1 13834
Median 176020
Q3 913960
95-th percentile 4616800
Maximum 179190000
Range 179190000
Interquartile range 900130

Descriptive statistics

Standard deviation 3262600
Coef of variation 2.9436
Kurtosis 208.37
Mean 1108400
MAD 1394900
Skewness 9.1391
Sum 65759000000
Variance 10645000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1941 3.2%
 
554.0 17 0.0%
 
2590.0 11 0.0%
 
3108.0 11 0.0%
 
984.0 11 0.0%
 
1700.0 11 0.0%
 
346.0 11 0.0%
 
3576.0 11 0.0%
 
3128.0 11 0.0%
 
1628.0 11 0.0%
 
Other values (40787) 57283 95.5%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1941 3.2%
 
2.0 3 0.0%
 
4.0 1 0.0%
 
6.0 3 0.0%
 
8.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
53224388.0 1 0.0%
 
59828982.0 1 0.0%
 
62547628.0 1 0.0%
 
71327916.0 2 0.0%
 
179187978.0 1 0.0%
 

ag_006
Numeric

Distinct count 40616
Unique (%) 67.7%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1657800
Minimum 0
Maximum 94021000
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 1232
Q1 10608
Median 930340
Q3 1886600
95-th percentile 5208100
Maximum 94021000
Range 94021000
Interquartile range 1876000

Descriptive statistics

Standard deviation 3909400
Coef of variation 2.3582
Kurtosis 94.718
Mean 1657800
MAD 1666000
Skewness 8.2721
Sum 98357000000
Variance 15283000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1238 2.1%
 
1002.0 19 0.0%
 
2084.0 17 0.0%
 
1046.0 17 0.0%
 
1786.0 16 0.0%
 
2032.0 16 0.0%
 
1028.0 16 0.0%
 
1042.0 15 0.0%
 
2204.0 15 0.0%
 
1036.0 15 0.0%
 
Other values (40605) 57945 96.6%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1238 2.1%
 
10.0 1 0.0%
 
14.0 1 0.0%
 
18.0 2 0.0%
 
26.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
75431532.0 1 0.0%
 
75433280.0 1 0.0%
 
76065940.0 1 0.0%
 
77636274.0 1 0.0%
 
94020666.0 1 0.0%
 

ag_007
Numeric

Distinct count 32126
Unique (%) 53.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 499310
Minimum 0
Maximum 63347000
Zeros (%) 26.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 119200
Q3 588820
95-th percentile 1695500
Maximum 63347000
Range 63347000
Interquartile range 588820

Descriptive statistics

Standard deviation 1422800
Coef of variation 2.8495
Kurtosis 252.49
Mean 499310
MAD 566980
Skewness 12.378
Sum 29624000000
Variance 2024300000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 15875 26.5%
 
42.0 20 0.0%
 
10.0 20 0.0%
 
112.0 19 0.0%
 
4.0 19 0.0%
 
44.0 18 0.0%
 
234.0 18 0.0%
 
26.0 18 0.0%
 
18.0 18 0.0%
 
30.0 18 0.0%
 
Other values (32115) 43286 72.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15875 26.5%
 
2.0 16 0.0%
 
4.0 19 0.0%
 
6.0 11 0.0%
 
8.0 12 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
39666126.0 1 0.0%
 
41528612.0 1 0.0%
 
42176360.0 1 0.0%
 
45020138.0 1 0.0%
 
63346754.0 1 0.0%
 

ag_008
Numeric

Distinct count 18933
Unique (%) 31.6%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 35570
Minimum 0
Maximum 17703000
Zeros (%) 41.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1786
Q3 26690
95-th percentile 120790
Maximum 17703000
Range 17703000
Interquartile range 26690

Descriptive statistics

Standard deviation 220150
Coef of variation 6.1893
Kurtosis 2072.3
Mean 35570
MAD 47900
Skewness 35.68
Sum 2110300000
Variance 48467000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 25091 41.8%
 
4.0 47 0.1%
 
82.0 26 0.0%
 
6.0 22 0.0%
 
46.0 21 0.0%
 
52.0 21 0.0%
 
30.0 21 0.0%
 
18.0 19 0.0%
 
20.0 18 0.0%
 
70.0 18 0.0%
 
Other values (18922) 34025 56.7%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 25091 41.8%
 
2.0 18 0.0%
 
4.0 47 0.1%
 
6.0 22 0.0%
 
8.0 18 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8164710.0 1 0.0%
 
9873990.0 1 0.0%
 
15900702.0 1 0.0%
 
16926584.0 1 0.0%
 
17702522.0 1 0.0%
 

ag_009
Numeric

Distinct count 5356
Unique (%) 8.9%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 5114.8
Minimum 0
Maximum 25199000
Zeros (%) 67.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 364
95-th percentile 8286
Maximum 25199000
Range 25199000
Interquartile range 364

Descriptive statistics

Standard deviation 169660
Coef of variation 33.17
Kurtosis 11844
Mean 5114.8
MAD 8754.8
Skewness 98.289
Sum 303450000
Variance 28784000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 40698 67.8%
 
4.0 127 0.2%
 
2.0 81 0.1%
 
6.0 59 0.1%
 
8.0 53 0.1%
 
12.0 44 0.1%
 
44.0 41 0.1%
 
18.0 40 0.1%
 
72.0 40 0.1%
 
10.0 38 0.1%
 
Other values (5345) 18108 30.2%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 40698 67.8%
 
2.0 81 0.1%
 
4.0 127 0.2%
 
6.0 59 0.1%
 
8.0 53 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
10702890.0 1 0.0%
 
12176138.0 1 0.0%
 
12471754.0 1 0.0%
 
18336298.0 1 0.0%
 
25198514.0 1 0.0%
 

ah_000
Highly correlated

This variable is highly correlated with aa_000 and should be ignored for analysis

Correlation 0.9081

ai_000
Numeric

Distinct count 4056
Unique (%) 6.8%
Missing (%) 1.0%
Missing (n) 629
Infinite (%) 0.0%
Infinite (n) 0
Mean 9017
Minimum 0
Maximum 16513000
Zeros (%) 89.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 7690
Maximum 16513000
Range 16513000
Interquartile range 0

Descriptive statistics

Standard deviation 163280
Coef of variation 18.108
Kurtosis 3139.3
Mean 9017
MAD 16839
Skewness 47.453
Sum 535350000
Variance 26660000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 53588 89.3%
 
1200.0 7 0.0%
 
3618.0 7 0.0%
 
766.0 6 0.0%
 
864.0 6 0.0%
 
1604.0 6 0.0%
 
3418.0 6 0.0%
 
1254.0 6 0.0%
 
1444.0 6 0.0%
 
1282.0 5 0.0%
 
Other values (4045) 5728 9.5%
 
(Missing) 629 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 53588 89.3%
 
18.0 1 0.0%
 
44.0 1 0.0%
 
58.0 1 0.0%
 
116.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9194786.0 1 0.0%
 
9233054.0 1 0.0%
 
9329134.0 1 0.0%
 
10552482.0 1 0.0%
 
16512852.0 1 0.0%
 

aj_000
Numeric

Distinct count 895
Unique (%) 1.5%
Missing (%) 1.0%
Missing (n) 629
Infinite (%) 0.0%
Infinite (n) 0
Mean 1143.7
Minimum 0
Maximum 5629300
Zeros (%) 78.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 218
Maximum 5629300
Range 5629300
Interquartile range 0

Descriptive statistics

Standard deviation 50360
Coef of variation 44.033
Kurtosis 6478.9
Mean 1143.7
MAD 2205.4
Skewness 75.076
Sum 67901000
Variance 2536100000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 46919 78.2%
 
58.0 330 0.5%
 
54.0 297 0.5%
 
56.0 280 0.5%
 
52.0 255 0.4%
 
60.0 253 0.4%
 
64.0 201 0.3%
 
62.0 199 0.3%
 
34.0 197 0.3%
 
50.0 181 0.3%
 
Other values (884) 10259 17.1%
 
(Missing) 629 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 46919 78.2%
 
2.0 7 0.0%
 
4.0 19 0.0%
 
6.0 19 0.0%
 
8.0 24 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2637948.0 1 0.0%
 
3913164.0 2 0.0%
 
3939268.0 1 0.0%
 
4262892.0 2 0.0%
 
5629340.0 1 0.0%
 

ak_000
Highly correlated

This variable is highly correlated with aj_000 and should be ignored for analysis

Correlation 0.93006

al_000
Numeric

Distinct count 9018
Unique (%) 15.0%
Missing (%) 1.1%
Missing (n) 642
Infinite (%) 0.0%
Infinite (n) 0
Mean 59130
Minimum 0
Maximum 34763000
Zeros (%) 62.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1204
95-th percentile 141410
Maximum 34763000
Range 34763000
Interquartile range 1204

Descriptive statistics

Standard deviation 539470
Coef of variation 9.1233
Kurtosis 1246.2
Mean 59130
MAD 106740
Skewness 28.893
Sum 3509900000
Variance 291020000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 37473 62.5%
 
54.0 52 0.1%
 
158.0 38 0.1%
 
178.0 34 0.1%
 
130.0 32 0.1%
 
176.0 31 0.1%
 
184.0 29 0.0%
 
170.0 28 0.0%
 
132.0 27 0.0%
 
148.0 27 0.0%
 
Other values (9007) 21587 36.0%
 
(Missing) 642 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 37473 62.5%
 
2.0 3 0.0%
 
4.0 10 0.0%
 
6.0 4 0.0%
 
8.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
24170606.0 1 0.0%
 
25348802.0 2 0.0%
 
28141842.0 1 0.0%
 
33591360.0 1 0.0%
 
34762578.0 1 0.0%
 

am_0
Highly correlated

This variable is highly correlated with al_000 and should be ignored for analysis

Correlation 0.99389

an_000
Highly correlated

This variable is highly correlated with ah_000 and should be ignored for analysis

Correlation 0.98837

ao_000
Highly correlated

This variable is highly correlated with an_000 and should be ignored for analysis

Correlation 0.993

ap_000
Numeric

Distinct count 44673
Unique (%) 74.5%
Missing (%) 1.1%
Missing (n) 642
Infinite (%) 0.0%
Infinite (n) 0
Mean 1004200
Minimum 0
Maximum 77935000
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 6866
Q1 25189
Median 357280
Q3 724660
95-th percentile 3495600
Maximum 77935000
Range 77935000
Interquartile range 699470

Descriptive statistics

Standard deviation 3088500
Coef of variation 3.0757
Kurtosis 81.674
Mean 1004200
MAD 1192900
Skewness 7.8073
Sum 59605000000
Variance 9538600000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 113 0.2%
 
7456.0 9 0.0%
 
8080.0 9 0.0%
 
8408.0 8 0.0%
 
6276.0 8 0.0%
 
10982.0 8 0.0%
 
11886.0 8 0.0%
 
31576.0 7 0.0%
 
13202.0 7 0.0%
 
8822.0 7 0.0%
 
Other values (44662) 59174 98.6%
 
(Missing) 642 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 113 0.2%
 
4.0 1 0.0%
 
8.0 1 0.0%
 
34.0 2 0.0%
 
50.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
51949850.0 1 0.0%
 
53160164.0 1 0.0%
 
59926166.0 1 0.0%
 
64721374.0 1 0.0%
 
77934944.0 1 0.0%
 

aq_000
Highly correlated

This variable is highly correlated with ap_000 and should be ignored for analysis

Correlation 0.93537

ar_000
Numeric

Distinct count 69
Unique (%) 0.1%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.49692
Minimum 0
Maximum 350
Zeros (%) 91.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 350
Range 350
Interquartile range 0

Descriptive statistics

Standard deviation 5.5117
Coef of variation 11.092
Kurtosis 1140.6
Mean 0.49692
MAD 0.95308
Skewness 27.902
Sum 28462
Variance 30.378
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 54928 91.5%
 
2.0 815 1.4%
 
4.0 412 0.7%
 
6.0 266 0.4%
 
8.0 173 0.3%
 
12.0 101 0.2%
 
10.0 88 0.1%
 
14.0 63 0.1%
 
18.0 50 0.1%
 
16.0 45 0.1%
 
Other values (58) 336 0.6%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54928 91.5%
 
2.0 815 1.4%
 
4.0 412 0.7%
 
6.0 266 0.4%
 
8.0 173 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
218.0 1 0.0%
 
222.0 1 0.0%
 
244.0 2 0.0%
 
252.0 1 0.0%
 
350.0 2 0.0%
 

as_000
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 1.0%
Missing (n) 629
Infinite (%) 0.0%
Infinite (n) 0
Mean 126.74
Minimum 0
Maximum 1655200
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1655200
Range 1655200
Interquartile range 0

Descriptive statistics

Standard deviation 11010
Coef of variation 86.873
Kurtosis 13957
Mean 126.74
MAD 253.39
Skewness 111.73
Sum 7524500
Variance 121220000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 59350 98.9%
 
13752.0 2 0.0%
 
357260.0 1 0.0%
 
4.0 1 0.0%
 
1156.0 1 0.0%
 
368184.0 1 0.0%
 
6268.0 1 0.0%
 
201306.0 1 0.0%
 
790.0 1 0.0%
 
31518.0 1 0.0%
 
Other values (11) 11 0.0%
 
(Missing) 629 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 59350 98.9%
 
4.0 1 0.0%
 
790.0 1 0.0%
 
1156.0 1 0.0%
 
6268.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
647060.0 1 0.0%
 
693990.0 1 0.0%
 
1150508.0 1 0.0%
 
1246190.0 1 0.0%
 
1655240.0 1 0.0%
 

at_000
Numeric

Distinct count 3512
Unique (%) 5.9%
Missing (%) 1.0%
Missing (n) 629
Infinite (%) 0.0%
Infinite (n) 0
Mean 5072
Minimum 0
Maximum 10401000
Zeros (%) 89.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3710
Maximum 10401000
Range 10401000
Interquartile range 0

Descriptive statistics

Standard deviation 119620
Coef of variation 23.583
Kurtosis 3946.3
Mean 5072
MAD 9494
Skewness 57.317
Sum 301130000
Variance 14308000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 53395 89.0%
 
756.0 15 0.0%
 
686.0 12 0.0%
 
1014.0 11 0.0%
 
410.0 10 0.0%
 
364.0 9 0.0%
 
792.0 9 0.0%
 
1658.0 9 0.0%
 
474.0 9 0.0%
 
1034.0 8 0.0%
 
Other values (3501) 5884 9.8%
 
(Missing) 629 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 53395 89.0%
 
6.0 2 0.0%
 
8.0 1 0.0%
 
26.0 1 0.0%
 
38.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6309640.0 1 0.0%
 
7869774.0 1 0.0%
 
8055026.0 1 0.0%
 
9237250.0 3 0.0%
 
10400504.0 1 0.0%
 

au_000
Numeric

Distinct count 57
Unique (%) 0.1%
Missing (%) 1.0%
Missing (n) 629
Infinite (%) 0.0%
Infinite (n) 0
Mean 230.58
Minimum 0
Maximum 2626700
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2626700
Range 2626700
Interquartile range 0

Descriptive statistics

Standard deviation 15800
Coef of variation 68.521
Kurtosis 14943
Mean 230.58
MAD 460.69
Skewness 108.99
Sum 13690000
Variance 249620000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 59310 98.9%
 
249166.0 3 0.0%
 
205016.0 2 0.0%
 
37936.0 2 0.0%
 
1324.0 2 0.0%
 
2376.0 2 0.0%
 
12.0 1 0.0%
 
748658.0 1 0.0%
 
9648.0 1 0.0%
 
219766.0 1 0.0%
 
Other values (46) 46 0.1%
 
(Missing) 629 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 59310 98.9%
 
12.0 1 0.0%
 
466.0 1 0.0%
 
804.0 1 0.0%
 
846.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
862024.0 1 0.0%
 
1094074.0 1 0.0%
 
1134798.0 1 0.0%
 
1299622.0 1 0.0%
 
2626676.0 1 0.0%
 

av_000
Numeric

Distinct count 3861
Unique (%) 6.4%
Missing (%) 4.2%
Missing (n) 2500
Infinite (%) 0.0%
Infinite (n) 0
Mean 1117.8
Minimum 0
Maximum 794460
Zeros (%) 16.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 12
Median 116
Q3 646
95-th percentile 4106
Maximum 794460
Range 794460
Interquartile range 634

Descriptive statistics

Standard deviation 6598.6
Coef of variation 5.9031
Kurtosis 4221.2
Mean 1117.8
MAD 1530.4
Skewness 47.134
Sum 64275000
Variance 43542000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 10008 16.7%
 
4.0 903 1.5%
 
6.0 854 1.4%
 
12.0 841 1.4%
 
10.0 841 1.4%
 
2.0 837 1.4%
 
8.0 829 1.4%
 
16.0 741 1.2%
 
14.0 730 1.2%
 
22.0 622 1.0%
 
Other values (3850) 40294 67.2%
 
(Missing) 2500 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 10008 16.7%
 
2.0 837 1.4%
 
4.0 903 1.5%
 
6.0 854 1.4%
 
8.0 829 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
264378.0 1 0.0%
 
297414.0 1 0.0%
 
325714.0 1 0.0%
 
362492.0 1 0.0%
 
794458.0 1 0.0%
 

ax_000
Numeric

Distinct count 2216
Unique (%) 3.7%
Missing (%) 4.2%
Missing (n) 2501
Infinite (%) 0.0%
Infinite (n) 0
Mean 374.33
Minimum 0
Maximum 116650
Zeros (%) 17.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 10
Median 66
Q3 263
95-th percentile 1506
Maximum 116650
Range 116650
Interquartile range 253

Descriptive statistics

Standard deviation 1482.7
Coef of variation 3.961
Kurtosis 984.51
Mean 374.33
MAD 479.01
Skewness 21.809
Sum 21523000
Variance 2198400
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 10191 17.0%
 
6.0 914 1.5%
 
4.0 913 1.5%
 
10.0 861 1.4%
 
2.0 826 1.4%
 
8.0 817 1.4%
 
12.0 809 1.3%
 
14.0 789 1.3%
 
16.0 731 1.2%
 
22.0 715 1.2%
 
Other values (2205) 39933 66.6%
 
(Missing) 2501 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 10191 17.0%
 
2.0 826 1.4%
 
4.0 913 1.5%
 
6.0 914 1.5%
 
8.0 817 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
50544.0 1 0.0%
 
50742.0 1 0.0%
 
57772.0 1 0.0%
 
59586.0 1 0.0%
 
116652.0 1 0.0%
 

ay_000
Numeric

Distinct count 467
Unique (%) 0.8%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 12212
Minimum 0
Maximum 50554000
Zeros (%) 97.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 50554000
Range 50554000
Interquartile range 0

Descriptive statistics

Standard deviation 454500
Coef of variation 37.218
Kurtosis 4560.8
Mean 12212
MAD 24200
Skewness 59.621
Sum 724500000
Variance 206570000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58761 97.9%
 
2.0 12 0.0%
 
36276.0 4 0.0%
 
35602.0 3 0.0%
 
33046.0 3 0.0%
 
29412.0 3 0.0%
 
3886870.0 3 0.0%
 
35618.0 3 0.0%
 
33304.0 3 0.0%
 
31414.0 3 0.0%
 
Other values (456) 531 0.9%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58761 97.9%
 
2.0 12 0.0%
 
4.0 2 0.0%
 
8.0 2 0.0%
 
12.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
25290436.0 1 0.0%
 
29705862.0 1 0.0%
 
30963874.0 1 0.0%
 
34073614.0 1 0.0%
 
50553892.0 1 0.0%
 

ay_001
Numeric

Distinct count 920
Unique (%) 1.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 10190
Minimum 0
Maximum 80525000
Zeros (%) 97.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 80525000
Range 80525000
Interquartile range 0

Descriptive statistics

Standard deviation 535270
Coef of variation 52.528
Kurtosis 12629
Mean 10190
MAD 20135
Skewness 102.42
Sum 604570000
Variance 286510000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58192 97.0%
 
664.0 5 0.0%
 
942.0 4 0.0%
 
2736.0 4 0.0%
 
1188.0 4 0.0%
 
1358.0 4 0.0%
 
14866.0 3 0.0%
 
1422.0 3 0.0%
 
2974.0 3 0.0%
 
11850.0 3 0.0%
 
Other values (909) 1104 1.8%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58192 97.0%
 
2.0 2 0.0%
 
4.0 1 0.0%
 
6.0 2 0.0%
 
10.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
26862750.0 1 0.0%
 
39585320.0 1 0.0%
 
45681214.0 1 0.0%
 
58389562.0 1 0.0%
 
80525378.0 1 0.0%
 

ay_002
Numeric

Distinct count 987
Unique (%) 1.6%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 10975
Minimum 0
Maximum 28475000
Zeros (%) 96.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 28475000
Range 28475000
Interquartile range 0

Descriptive statistics

Standard deviation 428340
Coef of variation 39.028
Kurtosis 3065.7
Mean 10975
MAD 21606
Skewness 53.64
Sum 651140000
Variance 183470000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58162 96.9%
 
4220.0 4 0.0%
 
8284.0 4 0.0%
 
9764.0 3 0.0%
 
4494.0 3 0.0%
 
7554.0 3 0.0%
 
49876.0 3 0.0%
 
7776.0 3 0.0%
 
10056.0 3 0.0%
 
10396.0 3 0.0%
 
Other values (976) 1138 1.9%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58162 96.9%
 
1676.0 1 0.0%
 
1886.0 1 0.0%
 
3310.0 1 0.0%
 
3638.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
26034002.0 1 0.0%
 
26057560.0 1 0.0%
 
26260220.0 1 0.0%
 
26283758.0 1 0.0%
 
28474838.0 1 0.0%
 

ay_003
Numeric

Distinct count 1033
Unique (%) 1.7%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 7225.8
Minimum 0
Maximum 13945000
Zeros (%) 96.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 13945000
Range 13945000
Interquartile range 0

Descriptive statistics

Standard deviation 206470
Coef of variation 28.574
Kurtosis 1835.3
Mean 7225.8
MAD 14174
Skewness 40.195
Sum 428700000
Variance 42629000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58078 96.8%
 
13998.0 5 0.0%
 
17278.0 5 0.0%
 
5388.0 4 0.0%
 
1314.0 4 0.0%
 
15680.0 4 0.0%
 
5088.0 3 0.0%
 
17184.0 3 0.0%
 
28800.0 3 0.0%
 
4966.0 3 0.0%
 
Other values (1022) 1217 2.0%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58078 96.8%
 
2.0 1 0.0%
 
48.0 1 0.0%
 
134.0 1 0.0%
 
226.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9962608.0 1 0.0%
 
9973768.0 1 0.0%
 
10837368.0 1 0.0%
 
11439526.0 1 0.0%
 
13945170.0 1 0.0%
 

ay_004
Numeric

Distinct count 1768
Unique (%) 2.9%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 10566
Minimum 0
Maximum 40029000
Zeros (%) 95.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 40029000
Range 40029000
Interquartile range 0

Descriptive statistics

Standard deviation 354630
Coef of variation 33.563
Kurtosis 5289.3
Mean 10566
MAD 20606
Skewness 63.509
Sum 626870000
Variance 125760000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 57158 95.3%
 
2.0 5 0.0%
 
32.0 5 0.0%
 
6956.0 5 0.0%
 
1352.0 5 0.0%
 
7550.0 5 0.0%
 
936.0 4 0.0%
 
136.0 4 0.0%
 
9494.0 4 0.0%
 
6152.0 4 0.0%
 
Other values (1757) 2130 3.5%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 57158 95.3%
 
2.0 5 0.0%
 
4.0 1 0.0%
 
6.0 3 0.0%
 
8.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12890732.0 1 0.0%
 
14266356.0 1 0.0%
 
19688640.0 1 0.0%
 
30868706.0 2 0.0%
 
40028704.0 1 0.0%
 

ay_005
Numeric

Distinct count 19697
Unique (%) 32.8%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 111980
Minimum 0
Maximum 124950000
Zeros (%) 50.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 40132
95-th percentile 260570
Maximum 124950000
Range 124950000
Interquartile range 40132

Descriptive statistics

Standard deviation 1394600
Coef of variation 12.454
Kurtosis 2167.4
Mean 111980
MAD 171860
Skewness 39.042
Sum 6643600000
Variance 1944900000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 30338 50.6%
 
2.0 18 0.0%
 
54.0 11 0.0%
 
96.0 11 0.0%
 
186.0 11 0.0%
 
86.0 10 0.0%
 
126.0 9 0.0%
 
1446.0 9 0.0%
 
8136.0 8 0.0%
 
5184.0 8 0.0%
 
Other values (19686) 28896 48.2%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 30338 50.6%
 
2.0 18 0.0%
 
4.0 5 0.0%
 
6.0 4 0.0%
 
8.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
57170066.0 1 0.0%
 
60963450.0 2 0.0%
 
82834838.0 1 0.0%
 
89966952.0 1 0.0%
 
124948914.0 1 0.0%
 

ay_006
Numeric

Distinct count 34629
Unique (%) 57.7%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1078600
Minimum 0
Maximum 127680000
Zeros (%) 27.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 168200
Q3 1270200
95-th percentile 3614000
Maximum 127680000
Range 127680000
Interquartile range 1270200

Descriptive statistics

Standard deviation 3278900
Coef of variation 3.0401
Kurtosis 245.82
Mean 1078600
MAD 1236800
Skewness 12.796
Sum 63989000000
Variance 10751000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 16604 27.7%
 
764946.0 7 0.0%
 
168.0 7 0.0%
 
880874.0 7 0.0%
 
40990.0 7 0.0%
 
8236.0 7 0.0%
 
169962.0 7 0.0%
 
52858.0 6 0.0%
 
1032518.0 6 0.0%
 
13628.0 6 0.0%
 
Other values (34618) 42665 71.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 16604 27.7%
 
2.0 5 0.0%
 
4.0 3 0.0%
 
6.0 3 0.0%
 
8.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
87038396.0 2 0.0%
 
94722586.0 1 0.0%
 
100440374.0 1 0.0%
 
113861584.0 1 0.0%
 
127680326.0 1 0.0%
 

ay_007
Numeric

Distinct count 38652
Unique (%) 64.4%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1546000
Minimum 0
Maximum 489680000
Zeros (%) 12.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6118
Median 348620
Q3 1337400
95-th percentile 5731900
Maximum 489680000
Range 489680000
Interquartile range 1331200

Descriptive statistics

Standard deviation 5106200
Coef of variation 3.3028
Kurtosis 1483.7
Mean 1546000
MAD 1862000
Skewness 21.471
Sum 91725000000
Variance 26073000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 7432 12.4%
 
2.0 34 0.1%
 
986.0 13 0.0%
 
594.0 13 0.0%
 
830.0 13 0.0%
 
4.0 13 0.0%
 
938.0 12 0.0%
 
1270.0 12 0.0%
 
286.0 12 0.0%
 
154.0 12 0.0%
 
Other values (38641) 51763 86.3%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7432 12.4%
 
2.0 34 0.1%
 
4.0 13 0.0%
 
6.0 7 0.0%
 
8.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
97802260.0 1 0.0%
 
112608764.0 1 0.0%
 
115592992.0 1 0.0%
 
127270050.0 1 0.0%
 
489678156.0 1 0.0%
 

ay_008
Numeric

Distinct count 37823
Unique (%) 63.0%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1051100
Minimum 0
Maximum 104570000
Zeros (%) 8.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 7524
Median 94812
Q3 611820
95-th percentile 4026800
Maximum 104570000
Range 104570000
Interquartile range 604290

Descriptive statistics

Standard deviation 3991000
Coef of variation 3.7969
Kurtosis 132.02
Mean 1051100
MAD 1451000
Skewness 9.6579
Sum 62362000000
Variance 15928000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 4944 8.2%
 
2.0 478 0.8%
 
4.0 115 0.2%
 
6.0 75 0.1%
 
8.0 40 0.1%
 
10.0 28 0.0%
 
1108.0 21 0.0%
 
12.0 21 0.0%
 
1030.0 18 0.0%
 
1016.0 18 0.0%
 
Other values (37812) 53571 89.3%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4944 8.2%
 
2.0 478 0.8%
 
4.0 115 0.2%
 
6.0 75 0.1%
 
8.0 40 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
88460584.0 1 0.0%
 
94894698.0 1 0.0%
 
98833206.0 1 0.0%
 
104166112.0 1 0.0%
 
104566992.0 1 0.0%
 

ay_009
Numeric

Distinct count 448
Unique (%) 0.7%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1162.6
Minimum 0
Maximum 18825000
Zeros (%) 98.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 18825000
Range 18825000
Interquartile range 0

Descriptive statistics

Standard deviation 97961
Coef of variation 84.259
Kurtosis 27682
Mean 1162.6
MAD 2309.9
Skewness 159.07
Sum 68977000
Variance 9596300000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 58789 98.0%
 
2.0 24 0.0%
 
4.0 7 0.0%
 
6.0 7 0.0%
 
55132.0 5 0.0%
 
36.0 5 0.0%
 
68.0 4 0.0%
 
10.0 4 0.0%
 
140336.0 3 0.0%
 
460.0 3 0.0%
 
Other values (437) 478 0.8%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58789 98.0%
 
2.0 24 0.0%
 
4.0 7 0.0%
 
6.0 7 0.0%
 
8.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2956850.0 1 0.0%
 
3142130.0 1 0.0%
 
5699098.0 1 0.0%
 
12507682.0 1 0.0%
 
18824656.0 1 0.0%
 

az_000
Numeric

Distinct count 9185
Unique (%) 15.3%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 7849.6
Minimum 0
Maximum 10125000
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 60
Q1 1028
Median 2098
Q3 4150
95-th percentile 21166
Maximum 10125000
Range 10125000
Interquartile range 3122

Descriptive statistics

Standard deviation 73637
Coef of variation 9.3809
Kurtosis 7257.6
Mean 7849.6
MAD 9973.5
Skewness 69.347
Sum 465710000
Variance 5422400000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1096 1.8%
 
58.0 157 0.3%
 
52.0 154 0.3%
 
54.0 151 0.3%
 
70.0 150 0.2%
 
72.0 147 0.2%
 
60.0 145 0.2%
 
64.0 144 0.2%
 
74.0 134 0.2%
 
50.0 130 0.2%
 
Other values (9174) 56921 94.9%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1096 1.8%
 
2.0 10 0.0%
 
4.0 14 0.0%
 
6.0 9 0.0%
 
8.0 15 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3926210.0 2 0.0%
 
3942494.0 1 0.0%
 
4289570.0 1 0.0%
 
4472566.0 1 0.0%
 
10124620.0 1 0.0%
 

az_001
Numeric

Distinct count 7379
Unique (%) 12.3%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 4421
Minimum 0
Maximum 4530300
Zeros (%) 2.4%

Quantile statistics

Minimum 0
5-th percentile 6
Q1 60
Median 636
Q3 2016
95-th percentile 13952
Maximum 4530300
Range 4530300
Interquartile range 1956

Descriptive statistics

Standard deviation 33995
Coef of variation 7.6895
Kurtosis 6043.9
Mean 4421
MAD 6214.7
Skewness 58.304
Sum 262290000
Variance 1155700000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1458 2.4%
 
12.0 780 1.3%
 
10.0 779 1.3%
 
6.0 771 1.3%
 
14.0 751 1.3%
 
8.0 739 1.2%
 
18.0 696 1.2%
 
4.0 675 1.1%
 
16.0 670 1.1%
 
20.0 651 1.1%
 
Other values (7368) 51359 85.6%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1458 2.4%
 
2.0 588 1.0%
 
4.0 675 1.1%
 
6.0 771 1.3%
 
8.0 739 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
1512100.0 1 0.0%
 
1573086.0 1 0.0%
 
1721850.0 1 0.0%
 
2174792.0 1 0.0%
 
4530258.0 1 0.0%
 

az_002
Numeric

Distinct count 9065
Unique (%) 15.1%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 8066.1
Minimum 0
Maximum 14218000
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 10
Q1 90
Median 1016
Q3 3136
95-th percentile 22150
Maximum 14218000
Range 14218000
Interquartile range 3046

Descriptive statistics

Standard deviation 106600
Coef of variation 13.216
Kurtosis 9672.9
Mean 8066.1
MAD 11731
Skewness 86.764
Sum 478550000
Variance 11364000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1280 2.1%
 
26.0 536 0.9%
 
14.0 533 0.9%
 
18.0 521 0.9%
 
20.0 512 0.9%
 
22.0 511 0.9%
 
24.0 501 0.8%
 
28.0 487 0.8%
 
16.0 475 0.8%
 
12.0 470 0.8%
 
Other values (9054) 53503 89.2%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1280 2.1%
 
2.0 311 0.5%
 
4.0 373 0.6%
 
6.0 453 0.8%
 
8.0 414 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
3907078.0 1 0.0%
 
7487532.0 1 0.0%
 
9477012.0 1 0.0%
 
12088584.0 1 0.0%
 
14217662.0 1 0.0%
 

az_003
Numeric

Distinct count 21531
Unique (%) 35.9%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 87241
Minimum 0
Maximum 45584000
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 16
Q1 294
Median 3570
Q3 43014
95-th percentile 315790
Maximum 45584000
Range 45584000
Interquartile range 42720

Descriptive statistics

Standard deviation 653260
Coef of variation 7.488
Kurtosis 1455.1
Mean 87241
MAD 125880
Skewness 32.664
Sum 5175900000
Variance 426740000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1184 2.0%
 
24.0 365 0.6%
 
16.0 340 0.6%
 
26.0 329 0.5%
 
12.0 327 0.5%
 
18.0 318 0.5%
 
22.0 312 0.5%
 
20.0 309 0.5%
 
34.0 306 0.5%
 
28.0 305 0.5%
 
Other values (21520) 55234 92.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1184 2.0%
 
2.0 150 0.2%
 
4.0 207 0.3%
 
6.0 221 0.4%
 
8.0 239 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
30279546.0 1 0.0%
 
32531744.0 1 0.0%
 
33692320.0 1 0.0%
 
39887846.0 1 0.0%
 
45584242.0 1 0.0%
 

az_004
Numeric

Distinct count 34078
Unique (%) 56.8%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 1476900
Minimum 0
Maximum 123050000
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 38
Q1 1542
Median 81614
Q3 1774400
95-th percentile 5227800
Maximum 123050000
Range 123050000
Interquartile range 1772900

Descriptive statistics

Standard deviation 4184100
Coef of variation 2.833
Kurtosis 112.27
Mean 1476900
MAD 1783000
Skewness 8.7219
Sum 87623000000
Variance 17507000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1147 1.9%
 
12.0 153 0.3%
 
16.0 138 0.2%
 
20.0 133 0.2%
 
8.0 130 0.2%
 
6.0 124 0.2%
 
18.0 119 0.2%
 
14.0 107 0.2%
 
24.0 102 0.2%
 
28.0 101 0.2%
 
Other values (34067) 57075 95.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1147 1.9%
 
2.0 57 0.1%
 
4.0 78 0.1%
 
6.0 124 0.2%
 
8.0 130 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
95210862.0 1 0.0%
 
96686576.0 1 0.0%
 
99924008.0 1 0.0%
 
107213226.0 1 0.0%
 
123047106.0 1 0.0%
 

az_005
Numeric

Distinct count 44602
Unique (%) 74.3%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 2135600
Minimum 0
Maximum 467830000
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 822
Q1 38638
Median 527030
Q3 1796200
95-th percentile 8013900
Maximum 467830000
Range 467830000
Interquartile range 1757500

Descriptive statistics

Standard deviation 6460200
Coef of variation 3.025
Kurtosis 515.32
Mean 2135600
MAD 2590700
Skewness 12.755
Sum 126700000000
Variance 41734000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1129 1.9%
 
306.0 15 0.0%
 
140.0 14 0.0%
 
194.0 14 0.0%
 
180.0 14 0.0%
 
176.0 13 0.0%
 
250.0 12 0.0%
 
274.0 12 0.0%
 
184.0 12 0.0%
 
350.0 12 0.0%
 
Other values (44591) 58082 96.8%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1129 1.9%
 
2.0 8 0.0%
 
4.0 4 0.0%
 
6.0 3 0.0%
 
10.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
111274438.0 1 0.0%
 
128264668.0 1 0.0%
 
128390912.0 1 0.0%
 
130525766.0 1 0.0%
 
467832334.0 1 0.0%
 

az_006
Numeric

Distinct count 12307
Unique (%) 20.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 101890
Minimum 0
Maximum 64589000
Zeros (%) 14.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 10
Median 292
Q3 4218
95-th percentile 130960
Maximum 64589000
Range 64589000
Interquartile range 4208

Descriptive statistics

Standard deviation 899770
Coef of variation 8.8304
Kurtosis 1059.6
Mean 101890
MAD 182950
Skewness 24.831
Sum 6045300000
Variance 809590000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 8672 14.5%
 
2.0 2221 3.7%
 
4.0 1478 2.5%
 
6.0 1142 1.9%
 
8.0 931 1.6%
 
10.0 776 1.3%
 
12.0 706 1.2%
 
14.0 593 1.0%
 
16.0 524 0.9%
 
18.0 483 0.8%
 
Other values (12296) 41803 69.7%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8672 14.5%
 
2.0 2221 3.7%
 
4.0 1478 2.5%
 
6.0 1142 1.9%
 
8.0 931 1.6%
 

Maximum 5 values

Value Count Frequency (%)  
33648264.0 1 0.0%
 
45996016.0 1 0.0%
 
46170334.0 1 0.0%
 
49598386.0 1 0.0%
 
64589140.0 1 0.0%
 

az_007
Numeric

Distinct count 3877
Unique (%) 6.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 17378
Minimum 0
Maximum 39158000
Zeros (%) 75.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5117.6
Maximum 39158000
Range 39158000
Interquartile range 0

Descriptive statistics

Standard deviation 280440
Coef of variation 16.138
Kurtosis 7052.6
Mean 17378
MAD 33145
Skewness 63.195
Sum 1031000000
Variance 78649000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 45094 75.2%
 
2.0 3535 5.9%
 
4.0 1363 2.3%
 
6.0 756 1.3%
 
8.0 462 0.8%
 
10.0 334 0.6%
 
12.0 235 0.4%
 
14.0 218 0.4%
 
16.0 153 0.3%
 
18.0 139 0.2%
 
Other values (3866) 7040 11.7%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 45094 75.2%
 
2.0 3535 5.9%
 
4.0 1363 2.3%
 
6.0 756 1.3%
 
8.0 462 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
12664456.0 1 0.0%
 
13210756.0 1 0.0%
 
14329452.0 1 0.0%
 
16588626.0 1 0.0%
 
39158218.0 1 0.0%
 

az_008
Numeric

Distinct count 1272
Unique (%) 2.1%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 661.79
Minimum 0
Maximum 1947900
Zeros (%) 90.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 6
Maximum 1947900
Range 1947900
Interquartile range 0

Descriptive statistics

Standard deviation 14925
Coef of variation 22.552
Kurtosis 6009.7
Mean 661.79
MAD 1288.4
Skewness 62.461
Sum 39263000
Variance 222750000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 54222 90.4%
 
2.0 1407 2.3%
 
4.0 540 0.9%
 
6.0 278 0.5%
 
8.0 189 0.3%
 
10.0 123 0.2%
 
12.0 89 0.1%
 
14.0 77 0.1%
 
18.0 71 0.1%
 
16.0 51 0.1%
 
Other values (1261) 2282 3.8%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54222 90.4%
 
2.0 1407 2.3%
 
4.0 540 0.9%
 
6.0 278 0.5%
 
8.0 189 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
741750.0 1 0.0%
 
773658.0 1 0.0%
 
799128.0 1 0.0%
 
1005636.0 1 0.0%
 
1947884.0 1 0.0%
 

az_009
Numeric

Distinct count 337
Unique (%) 0.6%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 42.073
Minimum 0
Maximum 666150
Zeros (%) 95.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 666150
Range 666150
Interquartile range 0

Descriptive statistics

Standard deviation 3256.6
Coef of variation 77.402
Kurtosis 30919
Mean 42.073
MAD 83.121
Skewness 163.61
Sum 2496200
Variance 10605000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 57445 95.7%
 
2.0 650 1.1%
 
4.0 215 0.4%
 
6.0 142 0.2%
 
8.0 61 0.1%
 
10.0 58 0.1%
 
14.0 35 0.1%
 
12.0 33 0.1%
 
18.0 29 0.0%
 
16.0 27 0.0%
 
Other values (326) 634 1.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 57445 95.7%
 
2.0 650 1.1%
 
4.0 215 0.4%
 
6.0 142 0.2%
 
8.0 61 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
55516.0 1 0.0%
 
125288.0 1 0.0%
 
153712.0 1 0.0%
 
256294.0 2 0.0%
 
666148.0 1 0.0%
 

ba_000
Numeric

Distinct count 44841
Unique (%) 74.7%
Missing (%) 1.1%
Missing (n) 688
Infinite (%) 0.0%
Infinite (n) 0
Mean 1399700
Minimum 0
Maximum 232870000
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 3736
Q1 33478
Median 679490
Q3 1276400
95-th percentile 4912900
Maximum 232870000
Range 232870000
Interquartile range 1242900

Descriptive statistics

Standard deviation 3777100
Coef of variation 2.6986
Kurtosis 323.74
Mean 1399700
MAD 1506400
Skewness 11.367
Sum 83016000000
Variance 14266000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1089 1.8%
 
5148.0 10 0.0%
 
6280.0 9 0.0%
 
4020.0 8 0.0%
 
6030.0 8 0.0%
 
3090.0 8 0.0%
 
3996.0 8 0.0%
 
3564.0 7 0.0%
 
2914.0 7 0.0%
 
5864.0 7 0.0%
 
Other values (44830) 58151 96.9%
 
(Missing) 688 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1089 1.8%
 
10.0 1 0.0%
 
18.0 1 0.0%
 
22.0 2 0.0%
 
24.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
75825204.0 1 0.0%
 
76635160.0 1 0.0%
 
83748900.0 1 0.0%
 
91036276.0 1 0.0%
 
232871714.0 1 0.0%
 

ba_001
Highly correlated

This variable is highly correlated with ag_005 and should be ignored for analysis

Correlation 0.90564

ba_002
Highly correlated

This variable is highly correlated with ba_001 and should be ignored for analysis

Correlation 0.93588

ba_003
Highly correlated

This variable is highly correlated with ba_002 and should be ignored for analysis

Correlation 0.96496

ba_004
Highly correlated

This variable is highly correlated with ba_003 and should be ignored for analysis

Correlation 0.96697

ba_005
Highly correlated

This variable is highly correlated with ba_004 and should be ignored for analysis

Correlation 0.94245

ba_006
Highly correlated

This variable is highly correlated with ba_005 and should be ignored for analysis

Correlation 0.9014

ba_007
Numeric

Distinct count 25167
Unique (%) 41.9%
Missing (%) 1.1%
Missing (n) 688
Infinite (%) 0.0%
Infinite (n) 0
Mean 185790
Minimum 0
Maximum 14314000
Zeros (%) 13.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 72
Median 4470
Q3 207470
95-th percentile 742680
Maximum 14314000
Range 14314000
Interquartile range 207400

Descriptive statistics

Standard deviation 525150
Coef of variation 2.8266
Kurtosis 114.41
Mean 185790
MAD 234880
Skewness 8.7592
Sum 11019000000
Variance 275780000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 8038 13.4%
 
2.0 575 1.0%
 
4.0 458 0.8%
 
6.0 405 0.7%
 
8.0 327 0.5%
 
10.0 279 0.5%
 
12.0 213 0.4%
 
16.0 202 0.3%
 
14.0 182 0.3%
 
20.0 181 0.3%
 
Other values (25156) 48452 80.8%
 
(Missing) 688 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8038 13.4%
 
2.0 575 1.0%
 
4.0 458 0.8%
 
6.0 405 0.7%
 
8.0 327 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
10957570.0 1 0.0%
 
11321662.0 1 0.0%
 
11333846.0 1 0.0%
 
12366206.0 1 0.0%
 
14314086.0 1 0.0%
 

ba_008
Numeric

Distinct count 11817
Unique (%) 19.7%
Missing (%) 1.1%
Missing (n) 688
Infinite (%) 0.0%
Infinite (n) 0
Mean 35883
Minimum 0
Maximum 31266000
Zeros (%) 41.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 22
Q3 1820
95-th percentile 148740
Maximum 31266000
Range 31266000
Interquartile range 1820

Descriptive statistics

Standard deviation 243670
Coef of variation 6.7906
Kurtosis 5703.8
Mean 35883
MAD 59966
Skewness 53.345
Sum 2128300000
Variance 59373000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 24854 41.4%
 
2.0 754 1.3%
 
4.0 539 0.9%
 
8.0 444 0.7%
 
6.0 432 0.7%
 
10.0 406 0.7%
 
18.0 400 0.7%
 
14.0 390 0.7%
 
12.0 387 0.6%
 
16.0 387 0.6%
 
Other values (11806) 30319 50.5%
 
(Missing) 688 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 24854 41.4%
 
2.0 754 1.3%
 
4.0 539 0.9%
 
6.0 432 0.7%
 
8.0 444 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
6854540.0 1 0.0%
 
7865146.0 1 0.0%
 
7998950.0 1 0.0%
 
21706886.0 1 0.0%
 
31265984.0 1 0.0%
 

ba_009
Numeric

Distinct count 6798
Unique (%) 11.3%
Missing (%) 1.1%
Missing (n) 688
Infinite (%) 0.0%
Infinite (n) 0
Mean 35767
Minimum 0
Maximum 43706000
Zeros (%) 66.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 60
95-th percentile 82411
Maximum 43706000
Range 43706000
Interquartile range 60

Descriptive statistics

Standard deviation 335330
Coef of variation 9.3754
Kurtosis 5191.2
Mean 35767
MAD 65371
Skewness 49.21
Sum 2121400000
Variance 112440000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 39619 66.0%
 
2.0 651 1.1%
 
4.0 447 0.7%
 
6.0 363 0.6%
 
10.0 284 0.5%
 
8.0 262 0.4%
 
12.0 218 0.4%
 
14.0 209 0.3%
 
20.0 195 0.3%
 
16.0 168 0.3%
 
Other values (6787) 16896 28.2%
 
(Missing) 688 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 39619 66.0%
 
2.0 651 1.1%
 
4.0 447 0.7%
 
6.0 363 0.6%
 
8.0 262 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
10805998.0 1 0.0%
 
10857492.0 1 0.0%
 
11103592.0 1 0.0%
 
18924160.0 1 0.0%
 
43706408.0 1 0.0%
 

bb_000
Highly correlated

This variable is highly correlated with aq_000 and should be ignored for analysis

Correlation 0.90834

bc_000
Numeric

Distinct count 2808
Unique (%) 4.7%
Missing (%) 4.5%
Missing (n) 2725
Infinite (%) 0.0%
Infinite (n) 0
Mean 569.53
Minimum 0
Maximum 396950
Zeros (%) 32.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 16
Q3 136
95-th percentile 1984.6
Maximum 396950
Range 396950
Interquartile range 136

Descriptive statistics

Standard deviation 4045.9
Coef of variation 7.104
Kurtosis 3505.9
Mean 569.53
MAD 901.42
Skewness 43.263
Sum 32620000
Variance 16370000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 19296 32.2%
 
2.0 3157 5.3%
 
4.0 1810 3.0%
 
6.0 1183 2.0%
 
8.0 938 1.6%
 
10.0 828 1.4%
 
12.0 682 1.1%
 
16.0 654 1.1%
 
14.0 636 1.1%
 
18.0 582 1.0%
 
Other values (2797) 27509 45.8%
 
(Missing) 2725 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19296 32.2%
 
2.0 3157 5.3%
 
4.0 1810 3.0%
 
6.0 1183 2.0%
 
8.0 938 1.6%
 

Maximum 5 values

Value Count Frequency (%)  
115124.0 1 0.0%
 
123130.0 1 0.0%
 
151844.0 1 0.0%
 
215154.0 1 0.0%
 
396952.0 2 0.0%
 

bd_000
Numeric

Distinct count 3566
Unique (%) 5.9%
Missing (%) 4.5%
Missing (n) 2727
Infinite (%) 0.0%
Infinite (n) 0
Mean 921.78
Minimum 0
Maximum 306450
Zeros (%) 6.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 8
Median 66
Q3 438
95-th percentile 3414.8
Maximum 306450
Range 306450
Interquartile range 430

Descriptive statistics

Standard deviation 4833.1
Coef of variation 5.2432
Kurtosis 933.9
Mean 921.78
MAD 1326.2
Skewness 23.082
Sum 52793000
Variance 23359000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 4030 6.7%
 
4.0 3111 5.2%
 
2.0 2954 4.9%
 
6.0 2368 3.9%
 
8.0 1908 3.2%
 
10.0 1509 2.5%
 
12.0 1197 2.0%
 
14.0 935 1.6%
 
16.0 855 1.4%
 
18.0 759 1.3%
 
Other values (3555) 37647 62.7%
 
(Missing) 2727 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4030 6.7%
 
2.0 2954 4.9%
 
4.0 3111 5.2%
 
6.0 2368 3.9%
 
8.0 1908 3.2%
 

Maximum 5 values

Value Count Frequency (%)  
165170.0 2 0.0%
 
232606.0 1 0.0%
 
243444.0 1 0.0%
 
293032.0 1 0.0%
 
306452.0 1 0.0%
 

be_000
Numeric

Distinct count 3919
Unique (%) 6.5%
Missing (%) 4.2%
Missing (n) 2503
Infinite (%) 0.0%
Infinite (n) 0
Mean 1372.6
Minimum 0
Maximum 810570
Zeros (%) 11.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 18
Median 180
Q3 614
95-th percentile 4153.2
Maximum 810570
Range 810570
Interquartile range 596

Descriptive statistics

Standard deviation 9249.9
Coef of variation 6.7388
Kurtosis 2532.1
Mean 1372.6
MAD 1949.3
Skewness 37.844
Sum 78923000
Variance 85561000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 6951 11.6%
 
2.0 2346 3.9%
 
4.0 1315 2.2%
 
6.0 871 1.5%
 
8.0 708 1.2%
 
10.0 628 1.0%
 
12.0 486 0.8%
 
14.0 479 0.8%
 
16.0 455 0.8%
 
18.0 401 0.7%
 
Other values (3908) 42857 71.4%
 
(Missing) 2503 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6951 11.6%
 
2.0 2346 3.9%
 
4.0 1315 2.2%
 
6.0 871 1.5%
 
8.0 708 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
268908.0 1 0.0%
 
351502.0 2 0.0%
 
363944.0 1 0.0%
 
569646.0 1 0.0%
 
810568.0 2 0.0%
 

bf_000
Numeric

Distinct count 1099
Unique (%) 1.8%
Missing (%) 4.2%
Missing (n) 2500
Infinite (%) 0.0%
Infinite (n) 0
Mean 74.878
Minimum 0
Maximum 51050
Zeros (%) 42.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2
Q3 18
95-th percentile 242
Maximum 51050
Range 51050
Interquartile range 18

Descriptive statistics

Standard deviation 546.79
Coef of variation 7.3024
Kurtosis 3029.5
Mean 74.878
MAD 118.76
Skewness 40.522
Sum 4305500
Variance 298980
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 25294 42.2%
 
2.0 4868 8.1%
 
4.0 2943 4.9%
 
6.0 2259 3.8%
 
8.0 1831 3.1%
 
10.0 1555 2.6%
 
12.0 1309 2.2%
 
14.0 1184 2.0%
 
16.0 1031 1.7%
 
18.0 877 1.5%
 
Other values (1088) 14349 23.9%
 
(Missing) 2500 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 25294 42.2%
 
2.0 4868 8.1%
 
4.0 2943 4.9%
 
6.0 2259 3.8%
 
8.0 1831 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
15856.0 1 0.0%
 
17868.0 1 0.0%
 
19440.0 1 0.0%
 
33224.0 1 0.0%
 
51050.0 2 0.0%
 

bg_000
Highly correlated

This variable is highly correlated with bb_000 and should be ignored for analysis

Correlation 0.98336

bh_000
Highly correlated

This variable is highly correlated with bg_000 and should be ignored for analysis

Correlation 0.95321

bi_000
Highly correlated

This variable is highly correlated with ap_000 and should be ignored for analysis

Correlation 0.91679

bj_000
Highly correlated

This variable is highly correlated with bh_000 and should be ignored for analysis

Correlation 0.90591

bk_000
Numeric

Distinct count 12918
Unique (%) 21.5%
Missing (%) 38.4%
Missing (n) 23034
Infinite (%) 0.0%
Infinite (n) 0
Mean 280430
Minimum 0
Maximum 1310700
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 109580
Q1 162720
Median 210660
Q3 281120
95-th percentile 1310700
Maximum 1310700
Range 1310700
Interquartile range 118400

Descriptive statistics

Standard deviation 261300
Coef of variation 0.93179
Kurtosis 9.8388
Mean 280430
MAD 143870
Skewness 3.2028
Sum 10366000000
Variance 68278000000
Memory size 468.8 KiB
Value Count Frequency (%)  
1310700.0 1942 3.2%
 
0.0 502 0.8%
 
161880.0 15 0.0%
 
179220.0 15 0.0%
 
165120.0 14 0.0%
 
179400.0 14 0.0%
 
211540.0 13 0.0%
 
212520.0 13 0.0%
 
165360.0 13 0.0%
 
226920.0 13 0.0%
 
Other values (12907) 34412 57.4%
 
(Missing) 23034 38.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 502 0.8%
 
11520.0 1 0.0%
 
39760.0 2 0.0%
 
40840.0 2 0.0%
 
50580.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1002780.0 1 0.0%
 
1021220.0 1 0.0%
 
1104320.0 1 0.0%
 
1209280.0 1 0.0%
 
1310700.0 1942 3.2%
 

bl_000
Numeric

Distinct count 11970
Unique (%) 20.0%
Missing (%) 45.5%
Missing (n) 27277
Infinite (%) 0.0%
Infinite (n) 0
Mean 321350
Minimum 0
Maximum 1310700
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 106550
Q1 170540
Median 222540
Q3 303150
95-th percentile 1310700
Maximum 1310700
Range 1310700
Interquartile range 132610

Descriptive statistics

Standard deviation 319210
Coef of variation 0.99333
Kurtosis 4.9992
Mean 321350
MAD 194480
Skewness 2.4812
Sum 10516000000
Variance 101900000000
Memory size 468.8 KiB
Value Count Frequency (%)  
1310700.0 2805 4.7%
 
0.0 1016 1.7%
 
174560.0 13 0.0%
 
160580.0 13 0.0%
 
242380.0 12 0.0%
 
172900.0 12 0.0%
 
190580.0 12 0.0%
 
187320.0 11 0.0%
 
164440.0 11 0.0%
 
260940.0 11 0.0%
 
Other values (11959) 28807 48.0%
 
(Missing) 27277 45.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1016 1.7%
 
26080.0 2 0.0%
 
28880.0 2 0.0%
 
43020.0 1 0.0%
 
46280.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
958080.0 1 0.0%
 
961060.0 1 0.0%
 
1011620.0 2 0.0%
 
1107500.0 1 0.0%
 
1310700.0 2805 4.7%
 

bm_000
Highly correlated

This variable is highly correlated with bl_000 and should be ignored for analysis

Correlation 0.92554

bn_000
Highly correlated

This variable is highly correlated with bm_000 and should be ignored for analysis

Correlation 0.93523

bo_000
Highly correlated

This variable is highly correlated with bn_000 and should be ignored for analysis

Correlation 0.96906

bp_000
Highly correlated

This variable is highly correlated with bo_000 and should be ignored for analysis

Correlation 0.97778

bq_000
Highly correlated

This variable is highly correlated with bp_000 and should be ignored for analysis

Correlation 0.98209

br_000
Highly correlated

This variable is highly correlated with bq_000 and should be ignored for analysis

Correlation 0.98512

bs_000
Numeric

Distinct count 12835
Unique (%) 21.4%
Missing (%) 1.2%
Missing (n) 726
Infinite (%) 0.0%
Infinite (n) 0
Mean 80361
Minimum 0
Maximum 1037200
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 5560
Q1 17300
Median 50540
Q3 118640
95-th percentile 242150
Maximum 1037200
Range 1037200
Interquartile range 101340

Descriptive statistics

Standard deviation 84513
Coef of variation 1.0517
Kurtosis 6.6497
Mean 80361
MAD 63826
Skewness 2.007
Sum 4763300000
Variance 7142400000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 120 0.2%
 
8360.0 38 0.1%
 
10580.0 36 0.1%
 
6280.0 35 0.1%
 
7080.0 35 0.1%
 
7480.0 34 0.1%
 
6720.0 34 0.1%
 
9560.0 33 0.1%
 
12560.0 33 0.1%
 
11140.0 33 0.1%
 
Other values (12824) 58843 98.1%
 
(Missing) 726 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 120 0.2%
 
20.0 2 0.0%
 
40.0 1 0.0%
 
60.0 5 0.0%
 
80.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
881260.0 1 0.0%
 
934960.0 1 0.0%
 
963940.0 1 0.0%
 
1034620.0 1 0.0%
 
1037240.0 1 0.0%
 

bt_000
Highly correlated

This variable is highly correlated with bg_000 and should be ignored for analysis

Correlation 0.91034

bu_000
Highly correlated

This variable is highly correlated with bt_000 and should be ignored for analysis

Correlation 0.91646

bv_000
Highly correlated

This variable is highly correlated with bu_000 and should be ignored for analysis

Correlation 1

bx_000
Numeric

Distinct count 52849
Unique (%) 88.1%
Missing (%) 5.4%
Missing (n) 3257
Infinite (%) 0.0%
Infinite (n) 0
Mean 4112200
Minimum 172
Maximum 186350000
Zeros (%) 0.0%

Quantile statistics

Minimum 172
5-th percentile 17770
Q1 89649
Median 2258800
Q3 3646000
95-th percentile 13637000
Maximum 186350000
Range 186350000
Interquartile range 3556300

Descriptive statistics

Standard deviation 10352000
Coef of variation 2.5173
Kurtosis 50.015
Mean 4112200
MAD 4384500
Skewness 6.3243
Sum 233340000000
Variance 107150000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
212.0 31 0.1%
 
202.0 31 0.1%
 
218.0 30 0.1%
 
200.0 29 0.0%
 
224.0 28 0.0%
 
208.0 24 0.0%
 
226.0 23 0.0%
 
220.0 23 0.0%
 
222.0 22 0.0%
 
214.0 22 0.0%
 
Other values (52838) 56480 94.1%
 
(Missing) 3257 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
172.0 1 0.0%
 
176.0 2 0.0%
 
178.0 1 0.0%
 
180.0 4 0.0%
 
182.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
149270862.0 1 0.0%
 
154113680.0 1 0.0%
 
157403558.0 1 0.0%
 
162793482.0 1 0.0%
 
186353854.0 1 0.0%
 

by_000
Highly correlated

This variable is highly correlated with bx_000 and should be ignored for analysis

Correlation 0.9387

bz_000
Numeric

Distinct count 16548
Unique (%) 27.6%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 101960
Minimum 0
Maximum 40543000
Zeros (%) 23.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
Median 1036
Q3 13674
95-th percentile 393910
Maximum 40543000
Range 40543000
Interquartile range 13668

Descriptive statistics

Standard deviation 628910
Coef of variation 6.1682
Kurtosis 593.74
Mean 101960
MAD 166650
Skewness 18.638
Sum 5840000000
Variance 395530000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 13841 23.1%
 
6.0 228 0.4%
 
12.0 211 0.4%
 
10.0 192 0.3%
 
4.0 184 0.3%
 
18.0 175 0.3%
 
16.0 174 0.3%
 
8.0 170 0.3%
 
20.0 160 0.3%
 
26.0 154 0.3%
 
Other values (16537) 41788 69.6%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13841 23.1%
 
2.0 89 0.1%
 
4.0 184 0.3%
 
6.0 228 0.4%
 
8.0 170 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
19482452.0 1 0.0%
 
20241674.0 2 0.0%
 
20874672.0 1 0.0%
 
23451830.0 1 0.0%
 
40542588.0 1 0.0%
 

ca_000
Numeric

Distinct count 28319
Unique (%) 47.2%
Missing (%) 7.3%
Missing (n) 4356
Infinite (%) 0.0%
Infinite (n) 0
Mean 39169
Minimum 0
Maximum 120960
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 1580
Q1 6886
Median 25436
Q3 68004
95-th percentile 110100
Maximum 120960
Range 120960
Interquartile range 61118

Descriptive statistics

Standard deviation 36748
Coef of variation 0.9382
Kurtosis -0.83462
Mean 39169
MAD 31841
Skewness 0.7221
Sum 2179500000
Variance 1350400000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 109 0.2%
 
1786.0 21 0.0%
 
1880.0 21 0.0%
 
1816.0 20 0.0%
 
1942.0 19 0.0%
 
1902.0 19 0.0%
 
2212.0 19 0.0%
 
1914.0 18 0.0%
 
1992.0 18 0.0%
 
1824.0 18 0.0%
 
Other values (28308) 55362 92.3%
 
(Missing) 4356 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 109 0.2%
 
2.0 3 0.0%
 
4.0 2 0.0%
 
8.0 1 0.0%
 
10.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
120940.0 2 0.0%
 
120942.0 1 0.0%
 
120944.0 1 0.0%
 
120954.0 1 0.0%
 
120956.0 1 0.0%
 

cb_000
Numeric

Distinct count 30171
Unique (%) 50.3%
Missing (%) 1.2%
Missing (n) 726
Infinite (%) 0.0%
Infinite (n) 0
Mean 405640
Minimum 0
Maximum 1209500
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 16900
Q1 77125
Median 278990
Q3 704580
95-th percentile 1106200
Maximum 1209500
Range 1209500
Interquartile range 627460

Descriptive statistics

Standard deviation 369390
Coef of variation 0.91063
Kurtosis -0.91846
Mean 405640
MAD 321290
Skewness 0.66457
Sum 24044000000
Variance 136450000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 109 0.2%
 
19920.0 21 0.0%
 
16040.0 20 0.0%
 
19340.0 20 0.0%
 
16480.0 18 0.0%
 
16720.0 18 0.0%
 
19020.0 18 0.0%
 
19480.0 18 0.0%
 
16640.0 18 0.0%
 
19000.0 17 0.0%
 
Other values (30160) 58997 98.3%
 
(Missing) 726 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 109 0.2%
 
20.0 1 0.0%
 
60.0 2 0.0%
 
120.0 2 0.0%
 
140.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1209400.0 1 0.0%
 
1209440.0 1 0.0%
 
1209460.0 2 0.0%
 
1209500.0 5 0.0%
 
1209520.0 3 0.0%
 

cc_000
Highly correlated

This variable is highly correlated with by_000 and should be ignored for analysis

Correlation 0.94492

cd_000
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 1.1%
Missing (n) 676
Mean 1209600
1209600.0
59324
(Missing)
 
676
Value Count Frequency (%)  
1209600.0 59324 98.9%
 
(Missing) 676 1.1%
 

ce_000
Numeric

Distinct count 22076
Unique (%) 36.8%
Missing (%) 4.2%
Missing (n) 2502
Infinite (%) 0.0%
Infinite (n) 0
Mean 64344
Minimum 0
Maximum 4908100
Zeros (%) 19.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 266
Median 3409
Q3 87236
95-th percentile 229650
Maximum 4908100
Range 4908100
Interquartile range 86970

Descriptive statistics

Standard deviation 142850
Coef of variation 2.2201
Kurtosis 115.55
Mean 64344
MAD 71963
Skewness 8.2329
Sum 3699600000
Variance 20405000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 11845 19.7%
 
244.0 54 0.1%
 
236.0 54 0.1%
 
248.0 52 0.1%
 
204.0 52 0.1%
 
190.0 50 0.1%
 
302.0 50 0.1%
 
220.0 49 0.1%
 
310.0 49 0.1%
 
308.0 47 0.1%
 
Other values (22065) 45196 75.3%
 
(Missing) 2502 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11845 19.7%
 
2.0 31 0.1%
 
4.0 26 0.0%
 
6.0 3 0.0%
 
8.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2895898.0 1 0.0%
 
3140226.0 1 0.0%
 
3267548.0 1 0.0%
 
3649658.0 1 0.0%
 
4908098.0 1 0.0%
 

cf_000
Highly correlated

This variable is highly correlated with ad_000 and should be ignored for analysis

Correlation 1

cg_000
Numeric

Distinct count 647
Unique (%) 1.1%
Missing (%) 24.8%
Missing (n) 14861
Infinite (%) 0.0%
Infinite (n) 0
Mean 91.52
Minimum 0
Maximum 21400
Zeros (%) 4.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 8
Median 46
Q3 104
95-th percentile 258
Maximum 21400
Range 21400
Interquartile range 96

Descriptive statistics

Standard deviation 371.7
Coef of variation 4.0614
Kurtosis 1157.8
Mean 91.52
MAD 89.461
Skewness 29.611
Sum 4131100
Variance 138160
Memory size 468.8 KiB
Value Count Frequency (%)  
4.0 2935 4.9%
 
0.0 2915 4.9%
 
2.0 2805 4.7%
 
6.0 2462 4.1%
 
8.0 1771 3.0%
 
10.0 1378 2.3%
 
12.0 1163 1.9%
 
14.0 948 1.6%
 
16.0 715 1.2%
 
18.0 582 1.0%
 
Other values (636) 27465 45.8%
 
(Missing) 14861 24.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2915 4.9%
 
2.0 2805 4.7%
 
4.0 2935 4.9%
 
6.0 2462 4.1%
 
8.0 1771 3.0%
 

Maximum 5 values

Value Count Frequency (%)  
15704.0 1 0.0%
 
16280.0 1 0.0%
 
17362.0 1 0.0%
 
17512.0 2 0.0%
 
21400.0 1 0.0%
 

ch_000
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 24.8%
Missing (n) 14861
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00044308
Minimum 0
Maximum 2
Zeros (%) 75.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.029765
Coef of variation 67.179
Kurtosis 4509.4
Mean 0.00044308
MAD 0.00088596
Skewness 67.165
Sum 20
Variance 0.00088597
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 45129 75.2%
 
2.0 10 0.0%
 
(Missing) 14861 24.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 45129 75.2%
 
2.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 45129 75.2%
 
2.0 10 0.0%
 

ci_000
Highly correlated

This variable is highly correlated with bv_000 and should be ignored for analysis

Correlation 0.93646

cj_000
Numeric

Distinct count 7618
Unique (%) 12.7%
Missing (%) 0.6%
Missing (n) 338
Infinite (%) 0.0%
Infinite (n) 0
Mean 102840
Minimum 0
Maximum 60950000
Zeros (%) 78.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 74946
Maximum 60950000
Range 60950000
Interquartile range 0

Descriptive statistics

Standard deviation 1135200
Coef of variation 11.038
Kurtosis 670.97
Mean 102840
MAD 191460
Skewness 22.106
Sum 6135800000
Variance 1288600000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 47122 78.5%
 
3.84 100 0.2%
 
2.88 100 0.2%
 
5.76 88 0.1%
 
6.72 86 0.1%
 
4.8 83 0.1%
 
11.52 77 0.1%
 
12.48 75 0.1%
 
9.6 73 0.1%
 
8.64 70 0.1%
 
Other values (7607) 11788 19.6%
 
(Missing) 338 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 47122 78.5%
 
0.96 45 0.1%
 
1.92 50 0.1%
 
2.88 100 0.2%
 
3.84 100 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
37061302.08 1 0.0%
 
40368893.76 1 0.0%
 
42908749.44 1 0.0%
 
53632624.32 2 0.0%
 
60949671.36 1 0.0%
 

ck_000
Numeric

Distinct count 45044
Unique (%) 75.1%
Missing (%) 0.6%
Missing (n) 338
Infinite (%) 0.0%
Infinite (n) 0
Mean 714340
Minimum 0
Maximum 55429000
Zeros (%) 0.3%

Quantile statistics

Minimum 0
5-th percentile 2739.8
Q1 14587
Median 250270
Q3 549350
95-th percentile 2631000
Maximum 55429000
Range 55429000
Interquartile range 534770

Descriptive statistics

Standard deviation 2180700
Coef of variation 3.0528
Kurtosis 108.66
Mean 714340
MAD 842650
Skewness 8.7804
Sum 42619000000
Variance 4755500000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 194 0.3%
 
21732.48 9 0.0%
 
251350.08 8 0.0%
 
3408.96 8 0.0%
 
3518.4 8 0.0%
 
2868.48 8 0.0%
 
2170.56 8 0.0%
 
275952.0 7 0.0%
 
4022.4 7 0.0%
 
10664.64 7 0.0%
 
Other values (45033) 59398 99.0%
 
(Missing) 338 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 194 0.3%
 
2.88 1 0.0%
 
23.04 1 0.0%
 
24.0 1 0.0%
 
27.84 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
43815177.6 1 0.0%
 
44174304.0 1 0.0%
 
47910094.08 1 0.0%
 
51561397.44 1 0.0%
 
55428669.12 1 0.0%
 

cl_000
Numeric

Distinct count 973
Unique (%) 1.6%
Missing (%) 15.9%
Missing (n) 9553
Infinite (%) 0.0%
Infinite (n) 0
Mean 343.02
Minimum 0
Maximum 130560
Zeros (%) 61.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2
95-th percentile 126
Maximum 130560
Range 130560
Interquartile range 2

Descriptive statistics

Standard deviation 4706.7
Coef of variation 13.722
Kurtosis 438.03
Mean 343.02
MAD 647.41
Skewness 19.788
Sum 17304000
Variance 22153000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 36787 61.3%
 
2.0 2585 4.3%
 
4.0 1372 2.3%
 
6.0 839 1.4%
 
8.0 641 1.1%
 
10.0 490 0.8%
 
12.0 421 0.7%
 
14.0 337 0.6%
 
16.0 296 0.5%
 
18.0 249 0.4%
 
Other values (962) 6430 10.7%
 
(Missing) 9553 15.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36787 61.3%
 
2.0 2585 4.3%
 
4.0 1372 2.3%
 
6.0 839 1.4%
 
8.0 641 1.1%
 

Maximum 5 values

Value Count Frequency (%)  
127488.0 1 0.0%
 
128512.0 1 0.0%
 
129536.0 3 0.0%
 
130048.0 3 0.0%
 
130560.0 3 0.0%
 

class
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 0.016667
0.0
59000
1.0
 
1000
Value Count Frequency (%)  
0.0 59000 98.3%
 
1.0 1000 1.7%
 

cm_000
Numeric

Distinct count 2124
Unique (%) 3.5%
Missing (%) 16.5%
Missing (n) 9877
Infinite (%) 0.0%
Infinite (n) 0
Mean 343.1
Minimum 0
Maximum 73370
Zeros (%) 40.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 8
Q3 100
95-th percentile 1349.8
Maximum 73370
Range 73370
Interquartile range 100

Descriptive statistics

Standard deviation 1693.4
Coef of variation 4.9354
Kurtosis 369.73
Mean 343.1
MAD 521.05
Skewness 15.5
Sum 17197000
Variance 2867500
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 24215 40.4%
 
12.0 837 1.4%
 
14.0 832 1.4%
 
16.0 819 1.4%
 
10.0 818 1.4%
 
18.0 730 1.2%
 
8.0 726 1.2%
 
20.0 627 1.0%
 
22.0 541 0.9%
 
24.0 487 0.8%
 
Other values (2113) 19491 32.5%
 
(Missing) 9877 16.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 24215 40.4%
 
2.0 59 0.1%
 
4.0 161 0.3%
 
6.0 443 0.7%
 
8.0 726 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
54024.0 1 0.0%
 
60038.0 1 0.0%
 
63852.0 1 0.0%
 
65080.0 1 0.0%
 
73370.0 1 0.0%
 

cn_000
Numeric

Distinct count 1531
Unique (%) 2.6%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 2336.7
Minimum 0
Maximum 6278500
Zeros (%) 95.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6278500
Range 6278500
Interquartile range 0

Descriptive statistics

Standard deviation 61184
Coef of variation 26.184
Kurtosis 4131.3
Mean 2336.7
MAD 4560
Skewness 56.638
Sum 138600000
Variance 3743500000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 57300 95.5%
 
2.0 14 0.0%
 
10.0 9 0.0%
 
198.0 8 0.0%
 
14.0 7 0.0%
 
8.0 7 0.0%
 
492.0 6 0.0%
 
30.0 6 0.0%
 
322.0 5 0.0%
 
4.0 5 0.0%
 
Other values (1520) 1946 3.2%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 57300 95.5%
 
2.0 14 0.0%
 
4.0 5 0.0%
 
6.0 2 0.0%
 
8.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3772790.0 1 0.0%
 
4482120.0 1 0.0%
 
4540406.0 1 0.0%
 
4618596.0 1 0.0%
 
6278490.0 1 0.0%
 

cn_001
Numeric

Distinct count 5420
Unique (%) 9.0%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 21951
Minimum 0
Maximum 14513000
Zeros (%) 84.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 18510
Maximum 14513000
Range 14513000
Interquartile range 0

Descriptive statistics

Standard deviation 245800
Coef of variation 11.197
Kurtosis 1154.6
Mean 21951
MAD 40980
Skewness 28.194
Sum 1302000000
Variance 60417000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 50464 84.1%
 
2.0 33 0.1%
 
4.0 29 0.0%
 
14.0 24 0.0%
 
6.0 22 0.0%
 
10.0 21 0.0%
 
20.0 20 0.0%
 
30.0 19 0.0%
 
8.0 19 0.0%
 
22.0 17 0.0%
 
Other values (5409) 8645 14.4%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 50464 84.1%
 
2.0 33 0.1%
 
4.0 29 0.0%
 
6.0 22 0.0%
 
8.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
11331434.0 1 0.0%
 
12766822.0 1 0.0%
 
13435892.0 1 0.0%
 
14451842.0 1 0.0%
 
14512994.0 1 0.0%
 

cn_002
Numeric

Distinct count 14790
Unique (%) 24.6%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 161050
Minimum 0
Maximum 58509000
Zeros (%) 50.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 7936
95-th percentile 495720
Maximum 58509000
Range 58509000
Interquartile range 7936

Descriptive statistics

Standard deviation 1073900
Coef of variation 6.668
Kurtosis 393.97
Mean 161050
MAD 284820
Skewness 15.481
Sum 9552400000
Variance 1153200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 30538 50.9%
 
12.0 48 0.1%
 
6.0 44 0.1%
 
4.0 38 0.1%
 
32.0 38 0.1%
 
10.0 37 0.1%
 
22.0 36 0.1%
 
14.0 34 0.1%
 
16.0 33 0.1%
 
2.0 31 0.1%
 
Other values (14779) 28436 47.4%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 30538 50.9%
 
2.0 31 0.1%
 
4.0 38 0.1%
 
6.0 44 0.1%
 
8.0 30 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
33460206.0 1 0.0%
 
34077460.0 1 0.0%
 
35892252.0 1 0.0%
 
40420570.0 1 0.0%
 
58508606.0 1 0.0%
 

cn_003
Numeric

Distinct count 34111
Unique (%) 56.9%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 531480
Minimum 0
Maximum 94979000
Zeros (%) 4.3%

Quantile statistics

Minimum 0
5-th percentile 52
Q1 4622
Median 34994
Q3 232070
95-th percentile 2139700
Maximum 94979000
Range 94979000
Interquartile range 227440

Descriptive statistics

Standard deviation 2216300
Coef of variation 4.1701
Kurtosis 178.94
Mean 531480
MAD 771520
Skewness 10.625
Sum 31524000000
Variance 4912000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2594 4.3%
 
24.0 27 0.0%
 
4.0 24 0.0%
 
2.0 21 0.0%
 
36.0 20 0.0%
 
10.0 20 0.0%
 
488.0 19 0.0%
 
26.0 18 0.0%
 
12.0 18 0.0%
 
362.0 17 0.0%
 
Other values (34100) 56535 94.2%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2594 4.3%
 
2.0 21 0.0%
 
4.0 24 0.0%
 
6.0 17 0.0%
 
8.0 13 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
50831840.0 1 0.0%
 
51319080.0 1 0.0%
 
51524698.0 1 0.0%
 
56869112.0 1 0.0%
 
94979324.0 1 0.0%
 

cn_004
Highly correlated

This variable is highly correlated with by_000 and should be ignored for analysis

Correlation 0.91005

cn_005
Highly correlated

This variable is highly correlated with ag_006 and should be ignored for analysis

Correlation 0.95678

cn_006
Numeric

Distinct count 32427
Unique (%) 54.0%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 410560
Minimum 0
Maximum 72080000
Zeros (%) 4.5%

Quantile statistics

Minimum 0
5-th percentile 6
Q1 626
Median 96266
Q3 449060
95-th percentile 1478400
Maximum 72080000
Range 72080000
Interquartile range 448430

Descriptive statistics

Standard deviation 1294200
Coef of variation 3.1523
Kurtosis 598.33
Mean 410560
MAD 477150
Skewness 18.207
Sum 24352000000
Variance 1675000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2726 4.5%
 
10.0 137 0.2%
 
4.0 128 0.2%
 
8.0 127 0.2%
 
14.0 126 0.2%
 
6.0 124 0.2%
 
18.0 118 0.2%
 
16.0 118 0.2%
 
30.0 112 0.2%
 
12.0 109 0.2%
 
Other values (32416) 55488 92.5%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2726 4.5%
 
2.0 94 0.2%
 
4.0 128 0.2%
 
6.0 124 0.2%
 
8.0 127 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
48999180.0 2 0.0%
 
53358100.0 1 0.0%
 
57327888.0 1 0.0%
 
64505744.0 1 0.0%
 
72080406.0 1 0.0%
 

cn_007
Numeric

Distinct count 21997
Unique (%) 36.7%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 64425
Minimum 0
Maximum 33144000
Zeros (%) 15.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 62
Median 9976
Q3 31074
95-th percentile 184620
Maximum 33144000
Range 33144000
Interquartile range 31012

Descriptive statistics

Standard deviation 406450
Coef of variation 6.3089
Kurtosis 1303.6
Mean 64425
MAD 90744
Skewness 26.953
Sum 3821200000
Variance 165200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 9289 15.5%
 
6.0 337 0.6%
 
4.0 328 0.5%
 
8.0 319 0.5%
 
10.0 294 0.5%
 
14.0 271 0.5%
 
12.0 260 0.4%
 
16.0 248 0.4%
 
18.0 233 0.4%
 
20.0 230 0.4%
 
Other values (21986) 47504 79.2%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9289 15.5%
 
2.0 227 0.4%
 
4.0 328 0.5%
 
6.0 337 0.6%
 
8.0 319 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
16236436.0 1 0.0%
 
17399984.0 1 0.0%
 
19536640.0 1 0.0%
 
22267964.0 1 0.0%
 
33143734.0 1 0.0%
 

cn_008
Numeric

Distinct count 10118
Unique (%) 16.9%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 19227
Minimum 0
Maximum 7541700
Zeros (%) 25.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1852
Q3 5286
95-th percentile 27075
Maximum 7541700
Range 7541700
Interquartile range 5286

Descriptive statistics

Standard deviation 186270
Coef of variation 9.688
Kurtosis 572.24
Mean 19227
MAD 30569
Skewness 21.508
Sum 1140400000
Variance 34696000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 15387 25.6%
 
4.0 404 0.7%
 
8.0 389 0.6%
 
6.0 382 0.6%
 
10.0 340 0.6%
 
12.0 327 0.5%
 
14.0 325 0.5%
 
2.0 297 0.5%
 
16.0 286 0.5%
 
18.0 280 0.5%
 
Other values (10107) 40896 68.2%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15387 25.6%
 
2.0 297 0.5%
 
4.0 404 0.7%
 
6.0 382 0.6%
 
8.0 389 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
6483358.0 3 0.0%
 
6805148.0 1 0.0%
 
7141888.0 1 0.0%
 
7176046.0 1 0.0%
 
7541716.0 1 0.0%
 

cn_009
Numeric

Distinct count 3056
Unique (%) 5.1%
Missing (%) 1.1%
Missing (n) 687
Infinite (%) 0.0%
Infinite (n) 0
Mean 7820.5
Minimum 0
Maximum 36398000
Zeros (%) 43.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 24
Q3 294
95-th percentile 2050.8
Maximum 36398000
Range 36398000
Interquartile range 294

Descriptive statistics

Standard deviation 266490
Coef of variation 34.076
Kurtosis 11953
Mean 7820.5
MAD 14739
Skewness 101.08
Sum 463860000
Variance 71018000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 25978 43.3%
 
10.0 385 0.6%
 
8.0 361 0.6%
 
12.0 360 0.6%
 
4.0 354 0.6%
 
6.0 338 0.6%
 
16.0 303 0.5%
 
14.0 301 0.5%
 
18.0 284 0.5%
 
20.0 271 0.5%
 
Other values (3045) 30378 50.6%
 
(Missing) 687 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 25978 43.3%
 
2.0 238 0.4%
 
4.0 354 0.6%
 
6.0 338 0.6%
 
8.0 361 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
13271558.0 1 0.0%
 
17286402.0 1 0.0%
 
30344094.0 1 0.0%
 
30344368.0 1 0.0%
 
36398374.0 1 0.0%
 

co_000
Highly correlated

This variable is highly correlated with cf_000 and should be ignored for analysis

Correlation 1

cp_000
Numeric

Distinct count 2316
Unique (%) 3.9%
Missing (%) 4.5%
Missing (n) 2724
Infinite (%) 0.0%
Infinite (n) 0
Mean 570.4
Minimum 0
Maximum 496360
Zeros (%) 15.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4
Median 14
Q3 82
95-th percentile 1386
Maximum 496360
Range 496360
Interquartile range 78

Descriptive statistics

Standard deviation 7773.3
Coef of variation 13.628
Kurtosis 1933.4
Mean 570.4
MAD 939.86
Skewness 39.889
Sum 32670000
Variance 60424000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 9537 15.9%
 
4.0 4966 8.3%
 
6.0 4693 7.8%
 
8.0 3245 5.4%
 
10.0 2506 4.2%
 
12.0 2061 3.4%
 
14.0 1620 2.7%
 
16.0 1337 2.2%
 
18.0 1192 2.0%
 
20.0 1057 1.8%
 
Other values (2305) 25062 41.8%
 
(Missing) 2724 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9537 15.9%
 
2.0 279 0.5%
 
4.0 4966 8.3%
 
6.0 4693 7.8%
 
8.0 3245 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
429758.0 1 0.0%
 
446032.0 1 0.0%
 
474944.0 1 0.0%
 
488198.0 1 0.0%
 
496360.0 1 0.0%
 

cq_000
Highly correlated

This variable is highly correlated with ci_000 and should be ignored for analysis

Correlation 0.93646

cr_000
Numeric

Distinct count 75
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 46329
Infinite (%) 0.0%
Infinite (n) 0
Mean 37.063
Minimum 0
Maximum 57450
Zeros (%) 22.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 57450
Range 57450
Interquartile range 0

Descriptive statistics

Standard deviation 1027
Coef of variation 27.71
Kurtosis 1816.2
Mean 37.063
MAD 73.71
Skewness 40.126
Sum 506690
Variance 1054700
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 13592 22.7%
 
44.0 3 0.0%
 
1416.0 2 0.0%
 
52.0 2 0.0%
 
3750.0 2 0.0%
 
54.0 2 0.0%
 
38078.0 1 0.0%
 
6780.0 1 0.0%
 
360.0 1 0.0%
 
10.0 1 0.0%
 
Other values (64) 64 0.1%
 
(Missing) 46329 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13592 22.7%
 
4.0 1 0.0%
 
10.0 1 0.0%
 
22.0 1 0.0%
 
28.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
38078.0 1 0.0%
 
43414.0 1 0.0%
 
47118.0 1 0.0%
 
47500.0 1 0.0%
 
57450.0 1 0.0%
 

cs_000
Numeric

Distinct count 9298
Unique (%) 15.5%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 5479.9
Minimum 0
Maximum 839240
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 156
Q1 1232
Median 3192
Q3 5686
95-th percentile 17639
Maximum 839240
Range 839240
Interquartile range 4454

Descriptive statistics

Standard deviation 10314
Coef of variation 1.8822
Kurtosis 765.66
Mean 5479.9
MAD 4697.3
Skewness 14.26
Sum 325130000
Variance 106380000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1090 1.8%
 
1132.0 86 0.1%
 
1148.0 84 0.1%
 
1186.0 73 0.1%
 
1144.0 73 0.1%
 
1164.0 72 0.1%
 
1134.0 72 0.1%
 
1136.0 71 0.1%
 
1078.0 70 0.1%
 
1080.0 70 0.1%
 
Other values (9287) 57570 96.0%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1090 1.8%
 
2.0 5 0.0%
 
4.0 6 0.0%
 
6.0 11 0.0%
 
8.0 20 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
159026.0 1 0.0%
 
170874.0 1 0.0%
 
185128.0 1 0.0%
 
187942.0 1 0.0%
 
839240.0 1 0.0%
 

cs_001
Numeric

Distinct count 3344
Unique (%) 5.6%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 788.43
Minimum 0
Maximum 438810
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 6
Q1 32
Median 360
Q3 692
95-th percentile 2708
Maximum 438810
Range 438810
Interquartile range 660

Descriptive statistics

Standard deviation 2886.3
Coef of variation 3.6609
Kurtosis 9310.1
Mean 788.43
MAD 852.87
Skewness 67.936
Sum 46778000
Variance 8330900
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1255 2.1%
 
12.0 1248 2.1%
 
14.0 1208 2.0%
 
16.0 1175 2.0%
 
10.0 1166 1.9%
 
8.0 1093 1.8%
 
18.0 1068 1.8%
 
20.0 940 1.6%
 
22.0 877 1.5%
 
6.0 872 1.5%
 
Other values (3333) 48429 80.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1255 2.1%
 
2.0 325 0.5%
 
4.0 577 1.0%
 
6.0 872 1.5%
 
8.0 1093 1.8%
 

Maximum 5 values

Value Count Frequency (%)  
56156.0 1 0.0%
 
98846.0 1 0.0%
 
111504.0 1 0.0%
 
186244.0 1 0.0%
 
438806.0 1 0.0%
 

cs_002
Numeric

Distinct count 28278
Unique (%) 47.1%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 238810
Minimum 0
Maximum 46086000
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 12
Q1 222
Median 20570
Q3 94924
95-th percentile 812380
Maximum 46086000
Range 46086000
Interquartile range 94702

Descriptive statistics

Standard deviation 1215500
Coef of variation 5.09
Kurtosis 266.71
Mean 238810
MAD 352930
Skewness 13.627
Sum 14169000000
Variance 1477500000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1168 1.9%
 
12.0 708 1.2%
 
18.0 668 1.1%
 
16.0 648 1.1%
 
14.0 642 1.1%
 
20.0 631 1.1%
 
10.0 571 1.0%
 
22.0 519 0.9%
 
24.0 472 0.8%
 
8.0 465 0.8%
 
Other values (28267) 52839 88.1%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1168 1.9%
 
2.0 134 0.2%
 
4.0 211 0.4%
 
6.0 339 0.6%
 
8.0 465 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
33562516.0 1 0.0%
 
34633754.0 1 0.0%
 
37210434.0 1 0.0%
 
43867336.0 1 0.0%
 
46085940.0 1 0.0%
 

cs_003
Numeric

Distinct count 35194
Unique (%) 58.7%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 355370
Minimum 0
Maximum 42422000
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 10
Q1 3079
Median 121780
Q3 295910
95-th percentile 1305000
Maximum 42422000
Range 42422000
Interquartile range 292830

Descriptive statistics

Standard deviation 1111000
Coef of variation 3.1262
Kurtosis 200.2
Mean 355370
MAD 416210
Skewness 11.157
Sum 21085000000
Variance 1234200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1205 2.0%
 
8.0 485 0.8%
 
6.0 453 0.8%
 
10.0 446 0.7%
 
12.0 378 0.6%
 
14.0 345 0.6%
 
4.0 341 0.6%
 
16.0 290 0.5%
 
18.0 235 0.4%
 
2.0 231 0.4%
 
Other values (35183) 54922 91.5%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1205 2.0%
 
2.0 231 0.4%
 
4.0 341 0.6%
 
6.0 453 0.8%
 
8.0 485 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
30249302.0 2 0.0%
 
30858842.0 1 0.0%
 
30972766.0 1 0.0%
 
36428140.0 1 0.0%
 
42421854.0 1 0.0%
 

cs_004
Numeric

Distinct count 34559
Unique (%) 57.6%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 444230
Minimum 0
Maximum 74861000
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 62
Q1 2726
Median 91080
Q3 208500
95-th percentile 1361900
Maximum 74861000
Range 74861000
Interquartile range 205770

Descriptive statistics

Standard deviation 2073900
Coef of variation 4.6686
Kurtosis 217.64
Mean 444230
MAD 619460
Skewness 12.188
Sum 26357000000
Variance 4301200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1223 2.0%
 
4.0 189 0.3%
 
2.0 153 0.3%
 
6.0 134 0.2%
 
10.0 122 0.2%
 
8.0 119 0.2%
 
12.0 91 0.2%
 
14.0 81 0.1%
 
16.0 73 0.1%
 
20.0 63 0.1%
 
Other values (34548) 57083 95.1%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1223 2.0%
 
2.0 153 0.3%
 
4.0 189 0.3%
 
6.0 134 0.2%
 
8.0 119 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
56088862.0 1 0.0%
 
56359764.0 1 0.0%
 
65925498.0 1 0.0%
 
72588192.0 1 0.0%
 
74860628.0 1 0.0%
 

cs_005
Highly correlated

This variable is highly correlated with cn_004 and should be ignored for analysis

Correlation 0.93375

cs_006
Numeric

Distinct count 40917
Unique (%) 68.2%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 545770
Minimum 0
Maximum 73742000
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 630
Q1 13360
Median 240740
Q3 686260
95-th percentile 1902100
Maximum 73742000
Range 73742000
Interquartile range 672900

Descriptive statistics

Standard deviation 1168200
Coef of variation 2.1404
Kurtosis 587.05
Mean 545770
MAD 555760
Skewness 14.734
Sum 32381000000
Variance 1364700000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1122 1.9%
 
322.0 15 0.0%
 
62.0 15 0.0%
 
160.0 14 0.0%
 
356.0 14 0.0%
 
276.0 13 0.0%
 
692.0 13 0.0%
 
358.0 13 0.0%
 
740.0 13 0.0%
 
310.0 13 0.0%
 
Other values (40906) 58086 96.8%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1122 1.9%
 
2.0 3 0.0%
 
4.0 6 0.0%
 
6.0 4 0.0%
 
8.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
31422756.0 1 0.0%
 
32076072.0 1 0.0%
 
32527058.0 1 0.0%
 
71425646.0 1 0.0%
 
73741974.0 1 0.0%
 

cs_007
Numeric

Distinct count 17301
Unique (%) 28.8%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 14771
Minimum 0
Maximum 12884000
Zeros (%) 8.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1204
Median 6104
Q3 18164
95-th percentile 50328
Maximum 12884000
Range 12884000
Interquartile range 16960

Descriptive statistics

Standard deviation 80051
Coef of variation 5.4193
Kurtosis 22526
Mean 14771
MAD 14794
Skewness 140.73
Sum 876400000
Variance 6408200000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 5107 8.5%
 
2.0 216 0.4%
 
4.0 125 0.2%
 
6.0 92 0.2%
 
8.0 82 0.1%
 
10.0 66 0.1%
 
14.0 50 0.1%
 
18.0 44 0.1%
 
12.0 43 0.1%
 
20.0 37 0.1%
 
Other values (17290) 53469 89.1%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5107 8.5%
 
2.0 216 0.4%
 
4.0 125 0.2%
 
6.0 92 0.2%
 
8.0 82 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1018910.0 1 0.0%
 
1305056.0 1 0.0%
 
1444810.0 1 0.0%
 
1754970.0 1 0.0%
 
12884218.0 2 0.0%
 

cs_008
Numeric

Distinct count 774
Unique (%) 1.3%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 211.75
Minimum 0
Maximum 1584600
Zeros (%) 23.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 46
Q3 148
95-th percentile 434
Maximum 1584600
Range 1584600
Interquartile range 146

Descriptive statistics

Standard deviation 10153
Coef of variation 47.95
Kurtosis 15807
Mean 211.75
MAD 268.33
Skewness 121.56
Sum 12563000
Variance 103090000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 14043 23.4%
 
2.0 2124 3.5%
 
4.0 1375 2.3%
 
6.0 1110 1.8%
 
8.0 927 1.5%
 
10.0 770 1.3%
 
12.0 674 1.1%
 
16.0 664 1.1%
 
14.0 653 1.1%
 
20.0 579 1.0%
 
Other values (763) 36412 60.7%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14043 23.4%
 
2.0 2124 3.5%
 
4.0 1375 2.3%
 
6.0 1110 1.8%
 
8.0 927 1.5%
 

Maximum 5 values

Value Count Frequency (%)  
337352.0 1 0.0%
 
440748.0 1 0.0%
 
1010566.0 1 0.0%
 
1065342.0 2 0.0%
 
1584558.0 1 0.0%
 

cs_009
Numeric

Distinct count 54
Unique (%) 0.1%
Missing (%) 1.1%
Missing (n) 669
Infinite (%) 0.0%
Infinite (n) 0
Mean 779.2
Minimum 0
Maximum 44903000
Zeros (%) 94.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 44903000
Range 44903000
Interquartile range 0

Descriptive statistics

Standard deviation 184360
Coef of variation 236.6
Kurtosis 59315
Mean 779.2
MAD 1557.3
Skewness 243.53
Sum 46231000
Variance 33988000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 56427 94.0%
 
2.0 1599 2.7%
 
4.0 592 1.0%
 
6.0 247 0.4%
 
8.0 136 0.2%
 
10.0 82 0.1%
 
12.0 62 0.1%
 
16.0 36 0.1%
 
14.0 25 0.0%
 
18.0 18 0.0%
 
Other values (43) 107 0.2%
 
(Missing) 669 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56427 94.0%
 
2.0 1599 2.7%
 
4.0 592 1.0%
 
6.0 247 0.4%
 
8.0 136 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
82200.0 2 0.0%
 
95968.0 1 0.0%
 
190328.0 2 0.0%
 
402502.0 1 0.0%
 
44902992.0 1 0.0%
 

ct_000
Numeric

Distinct count 2618
Unique (%) 4.4%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 749.09
Minimum 0
Maximum 910370
Zeros (%) 3.6%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 40
Median 210
Q3 672
95-th percentile 2540
Maximum 910370
Range 910370
Interquartile range 632

Descriptive statistics

Standard deviation 5586
Coef of variation 7.457
Kurtosis 15848
Mean 749.09
MAD 864.81
Skewness 107.03
Sum 34602000
Variance 31203000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2186 3.6%
 
2.0 737 1.2%
 
4.0 710 1.2%
 
6.0 669 1.1%
 
8.0 602 1.0%
 
10.0 561 0.9%
 
12.0 545 0.9%
 
16.0 516 0.9%
 
14.0 508 0.8%
 
20.0 488 0.8%
 
Other values (2607) 38670 64.5%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2186 3.6%
 
2.0 737 1.2%
 
4.0 710 1.2%
 
6.0 669 1.1%
 
8.0 602 1.0%
 

Maximum 5 values

Value Count Frequency (%)  
191958.0 1 0.0%
 
285558.0 1 0.0%
 
307016.0 1 0.0%
 
310022.0 1 0.0%
 
910366.0 1 0.0%
 

cu_000
Numeric

Distinct count 3520
Unique (%) 5.9%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 1223
Minimum 0
Maximum 733690
Zeros (%) 3.6%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 82
Median 278
Q3 856
95-th percentile 4133.4
Maximum 733690
Range 733690
Interquartile range 774

Descriptive statistics

Standard deviation 7633.4
Coef of variation 6.2418
Kurtosis 2849.3
Mean 1223
MAD 1505.7
Skewness 43.849
Sum 56491000
Variance 58269000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2160 3.6%
 
2.0 446 0.7%
 
6.0 416 0.7%
 
8.0 404 0.7%
 
4.0 403 0.7%
 
10.0 345 0.6%
 
14.0 345 0.6%
 
12.0 344 0.6%
 
16.0 273 0.5%
 
18.0 256 0.4%
 
Other values (3509) 40800 68.0%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2160 3.6%
 
2.0 446 0.7%
 
4.0 403 0.7%
 
6.0 416 0.7%
 
8.0 404 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
349648.0 1 0.0%
 
369434.0 1 0.0%
 
385716.0 1 0.0%
 
388920.0 2 0.0%
 
733688.0 1 0.0%
 

cv_000
Numeric

Distinct count 32929
Unique (%) 54.9%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 1928800
Minimum 0
Maximum 81611000
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 1190
Q1 23898
Median 1181100
Q3 2400700
95-th percentile 6392000
Maximum 81611000
Range 81611000
Interquartile range 2376800

Descriptive statistics

Standard deviation 3660900
Coef of variation 1.898
Kurtosis 78.538
Mean 1928800
MAD 1860000
Skewness 7.0316
Sum 89096000000
Variance 13402000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1029 1.7%
 
1410.0 12 0.0%
 
2038.0 12 0.0%
 
2280.0 12 0.0%
 
1436.0 11 0.0%
 
1190.0 11 0.0%
 
1346.0 11 0.0%
 
1782.0 11 0.0%
 
2494.0 10 0.0%
 
1736.0 10 0.0%
 
Other values (32918) 45063 75.1%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1029 1.7%
 
2.0 1 0.0%
 
6.0 1 0.0%
 
8.0 1 0.0%
 
12.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
67368946.0 1 0.0%
 
68669536.0 3 0.0%
 
70830702.0 1 0.0%
 
73038910.0 1 0.0%
 
81610510.0 1 0.0%
 

cx_000
Numeric

Distinct count 25237
Unique (%) 42.1%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 351510
Minimum 0
Maximum 44105000
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 24
Q1 944
Median 44465
Q3 126790
95-th percentile 1351000
Maximum 44105000
Range 44105000
Interquartile range 125850

Descriptive statistics

Standard deviation 1512800
Coef of variation 4.3036
Kurtosis 185.46
Mean 351510
MAD 511910
Skewness 11.263
Sum 16237000000
Variance 2288500000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1638 2.7%
 
60.0 172 0.3%
 
70.0 169 0.3%
 
56.0 162 0.3%
 
52.0 160 0.3%
 
40.0 155 0.3%
 
64.0 154 0.3%
 
68.0 152 0.3%
 
38.0 150 0.2%
 
34.0 147 0.2%
 
Other values (25226) 43133 71.9%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1638 2.7%
 
2.0 8 0.0%
 
4.0 34 0.1%
 
6.0 39 0.1%
 
8.0 51 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
35563282.0 1 0.0%
 
42211382.0 1 0.0%
 
42612904.0 1 0.0%
 
43667824.0 1 0.0%
 
44105494.0 1 0.0%
 

cy_000
Numeric

Distinct count 749
Unique (%) 1.2%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 274.18
Minimum 0
Maximum 931470
Zeros (%) 65.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 74
Maximum 931470
Range 931470
Interquartile range 0

Descriptive statistics

Standard deviation 8804.1
Coef of variation 32.111
Kurtosis 5229.4
Mean 274.18
MAD 522.24
Skewness 65.342
Sum 12665000
Variance 77513000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 39509 65.8%
 
16.0 170 0.3%
 
22.0 170 0.3%
 
54.0 168 0.3%
 
52.0 158 0.3%
 
24.0 155 0.3%
 
14.0 151 0.3%
 
26.0 150 0.2%
 
12.0 150 0.2%
 
56.0 141 0.2%
 
Other values (738) 5270 8.8%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 39509 65.8%
 
2.0 65 0.1%
 
4.0 67 0.1%
 
6.0 72 0.1%
 
8.0 76 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
478810.0 1 0.0%
 
550080.0 1 0.0%
 
619760.0 1 0.0%
 
742856.0 1 0.0%
 
931472.0 1 0.0%
 

cz_000
Numeric

Distinct count 10728
Unique (%) 17.9%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 19374
Minimum 0
Maximum 19157000
Zeros (%) 15.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4
Median 202
Q3 6343
95-th percentile 73823
Maximum 19157000
Range 19157000
Interquartile range 6339

Descriptive statistics

Standard deviation 247180
Coef of variation 12.758
Kurtosis 3552.5
Mean 19374
MAD 29551
Skewness 55.757
Sum 894940000
Variance 61100000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 9114 15.2%
 
2.0 1645 2.7%
 
4.0 955 1.6%
 
6.0 677 1.1%
 
8.0 631 1.1%
 
10.0 575 1.0%
 
12.0 504 0.8%
 
14.0 485 0.8%
 
16.0 432 0.7%
 
18.0 362 0.6%
 
Other values (10717) 30812 51.4%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9114 15.2%
 
2.0 1645 2.7%
 
4.0 955 1.6%
 
6.0 677 1.1%
 
8.0 631 1.1%
 

Maximum 5 values

Value Count Frequency (%)  
14488804.0 1 0.0%
 
16266324.0 2 0.0%
 
17722314.0 1 0.0%
 
18446472.0 1 0.0%
 
19156530.0 1 0.0%
 

da_000
Numeric

Distinct count 264
Unique (%) 0.4%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.3938
Minimum 0
Maximum 21006
Zeros (%) 76.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 21006
Range 21006
Interquartile range 0

Descriptive statistics

Standard deviation 190.49
Coef of variation 25.763
Kurtosis 5222.7
Mean 7.3938
MAD 14.616
Skewness 62.925
Sum 341530
Variance 36286
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 45645 76.1%
 
170.0 8 0.0%
 
52.0 8 0.0%
 
2.0 8 0.0%
 
66.0 8 0.0%
 
162.0 7 0.0%
 
6.0 7 0.0%
 
4.0 7 0.0%
 
106.0 6 0.0%
 
12.0 6 0.0%
 
Other values (253) 482 0.8%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 45645 76.1%
 
2.0 8 0.0%
 
4.0 7 0.0%
 
6.0 7 0.0%
 
8.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10520.0 1 0.0%
 
11662.0 1 0.0%
 
12672.0 1 0.0%
 
15078.0 1 0.0%
 
21006.0 1 0.0%
 

db_000
Numeric

Distinct count 147
Unique (%) 0.2%
Missing (%) 23.0%
Missing (n) 13808
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.417
Minimum 0
Maximum 9636
Zeros (%) 46.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 18
95-th percentile 54
Maximum 9636
Range 9636
Interquartile range 18

Descriptive statistics

Standard deviation 73.406
Coef of variation 5.4712
Kurtosis 9333.5
Mean 13.417
MAD 16.785
Skewness 83.628
Sum 619740
Variance 5388.4
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 27715 46.2%
 
10.0 1385 2.3%
 
12.0 1189 2.0%
 
14.0 1013 1.7%
 
8.0 1013 1.7%
 
16.0 999 1.7%
 
18.0 942 1.6%
 
20.0 841 1.4%
 
22.0 810 1.4%
 
24.0 799 1.3%
 
Other values (136) 9486 15.8%
 
(Missing) 13808 23.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 27715 46.2%
 
2.0 13 0.0%
 
4.0 82 0.1%
 
6.0 403 0.7%
 
8.0 1013 1.7%
 

Maximum 5 values

Value Count Frequency (%)  
2518.0 1 0.0%
 
2892.0 3 0.0%
 
3174.0 2 0.0%
 
7674.0 1 0.0%
 
9636.0 1 0.0%
 

dc_000
Highly correlated

This variable is highly correlated with cv_000 and should be ignored for analysis

Correlation 0.9472

dd_000
Numeric

Distinct count 6564
Unique (%) 10.9%
Missing (%) 4.2%
Missing (n) 2503
Infinite (%) 0.0%
Infinite (n) 0
Mean 3124
Minimum 0
Maximum 445140
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 34
Q1 132
Median 1354
Q3 2678
95-th percentile 10925
Maximum 445140
Range 445140
Interquartile range 2546

Descriptive statistics

Standard deviation 9516.7
Coef of variation 3.0463
Kurtosis 302.22
Mean 3124
MAD 3441.8
Skewness 13.048
Sum 179620000
Variance 90567000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 866 1.4%
 
56.0 319 0.5%
 
46.0 311 0.5%
 
74.0 310 0.5%
 
60.0 309 0.5%
 
70.0 306 0.5%
 
62.0 302 0.5%
 
58.0 299 0.5%
 
50.0 296 0.5%
 
48.0 294 0.5%
 
Other values (6553) 53885 89.8%
 
(Missing) 2503 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 866 1.4%
 
2.0 27 0.0%
 
4.0 20 0.0%
 
6.0 28 0.0%
 
8.0 45 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
247976.0 1 0.0%
 
290152.0 1 0.0%
 
297280.0 2 0.0%
 
398400.0 1 0.0%
 
445142.0 1 0.0%
 

de_000
Numeric

Distinct count 1894
Unique (%) 3.2%
Missing (%) 4.5%
Missing (n) 2724
Infinite (%) 0.0%
Infinite (n) 0
Mean 375.15
Minimum 0
Maximum 176180
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 28
Q1 66
Median 144
Q3 296
95-th percentile 1128
Maximum 176180
Range 176180
Interquartile range 230

Descriptive statistics

Standard deviation 1689.1
Coef of variation 4.5024
Kurtosis 2612.8
Mean 375.15
MAD 392.91
Skewness 37.477
Sum 21487000
Variance 2852900
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 860 1.4%
 
50.0 682 1.1%
 
48.0 655 1.1%
 
52.0 650 1.1%
 
44.0 637 1.1%
 
40.0 635 1.1%
 
42.0 634 1.1%
 
38.0 629 1.0%
 
46.0 617 1.0%
 
36.0 611 1.0%
 
Other values (1883) 50666 84.4%
 
(Missing) 2724 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 860 1.4%
 
2.0 54 0.1%
 
4.0 37 0.1%
 
6.0 32 0.1%
 
8.0 25 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
67712.0 1 0.0%
 
69086.0 2 0.0%
 
77272.0 1 0.0%
 
79988.0 1 0.0%
 
176176.0 1 0.0%
 

df_000
Numeric

Distinct count 403
Unique (%) 0.7%
Missing (%) 6.7%
Missing (n) 4008
Infinite (%) 0.0%
Infinite (n) 0
Mean 2718.6
Minimum 0
Maximum 21614000
Zeros (%) 91.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 21614000
Range 21614000
Interquartile range 0

Descriptive statistics

Standard deviation 137330
Coef of variation 50.515
Kurtosis 14830
Mean 2718.6
MAD 5397.8
Skewness 108.94
Sum 152220000
Variance 18860000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 54930 91.5%
 
10.0 45 0.1%
 
30.0 43 0.1%
 
60.0 25 0.0%
 
20.0 23 0.0%
 
40.0 20 0.0%
 
130.0 20 0.0%
 
100.0 19 0.0%
 
50.0 17 0.0%
 
70.0 17 0.0%
 
Other values (392) 833 1.4%
 
(Missing) 4008 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54930 91.5%
 
10.0 45 0.1%
 
20.0 23 0.0%
 
30.0 43 0.1%
 
40.0 20 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5645150.0 1 0.0%
 
6172990.0 1 0.0%
 
6956140.0 1 0.0%
 
16274770.0 1 0.0%
 
21613910.0 1 0.0%
 

dg_000
Numeric

Distinct count 1314
Unique (%) 2.2%
Missing (%) 6.7%
Missing (n) 4008
Infinite (%) 0.0%
Infinite (n) 0
Mean 5610
Minimum 0
Maximum 27064000
Zeros (%) 90.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 27064000
Range 27064000
Interquartile range 0

Descriptive statistics

Standard deviation 208560
Coef of variation 37.178
Kurtosis 7780.6
Mean 5610
MAD 10963
Skewness 76.813
Sum 314110000
Variance 43499000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 54424 90.7%
 
2.0 13 0.0%
 
8.0 10 0.0%
 
4.0 9 0.0%
 
14.0 7 0.0%
 
6.0 7 0.0%
 
22.0 6 0.0%
 
70434.0 5 0.0%
 
10.0 5 0.0%
 
6734.0 4 0.0%
 
Other values (1303) 1502 2.5%
 
(Missing) 4008 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54424 90.7%
 
2.0 13 0.0%
 
4.0 9 0.0%
 
6.0 7 0.0%
 
8.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
11410620.0 1 0.0%
 
11616604.0 1 0.0%
 
13315810.0 1 0.0%
 
20880422.0 1 0.0%
 
27064294.0 1 0.0%
 

dh_000
Numeric

Distinct count 1056
Unique (%) 1.8%
Missing (%) 6.7%
Missing (n) 4008
Infinite (%) 0.0%
Infinite (n) 0
Mean 4707.1
Minimum 0
Maximum 124700000
Zeros (%) 81.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 340
Maximum 124700000
Range 124700000
Interquartile range 0

Descriptive statistics

Standard deviation 560280
Coef of variation 119.03
Kurtosis 44150
Mean 4707.1
MAD 9158.5
Skewness 202.91
Sum 263560000
Variance 313910000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 49008 81.7%
 
10.0 701 1.2%
 
20.0 379 0.6%
 
30.0 377 0.6%
 
40.0 343 0.6%
 
50.0 247 0.4%
 
60.0 206 0.3%
 
70.0 183 0.3%
 
90.0 169 0.3%
 
80.0 163 0.3%
 
Other values (1045) 4216 7.0%
 
(Missing) 4008 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 49008 81.7%
 
10.0 701 1.2%
 
20.0 379 0.6%
 
30.0 377 0.6%
 
40.0 343 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
3302080.0 2 0.0%
 
3605890.0 1 0.0%
 
7196590.0 1 0.0%
 
30835800.0 2 0.0%
 
124700880.0 1 0.0%
 

di_000
Numeric

Distinct count 5619
Unique (%) 9.4%
Missing (%) 6.7%
Missing (n) 4006
Infinite (%) 0.0%
Infinite (n) 0
Mean 37248
Minimum 0
Maximum 22987000
Zeros (%) 76.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 48284
Maximum 22987000
Range 22987000
Interquartile range 0

Descriptive statistics

Standard deviation 425440
Coef of variation 11.422
Kurtosis 800.72
Mean 37248
MAD 68511
Skewness 24.909
Sum 2085700000
Variance 181000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 45647 76.1%
 
4.0 189 0.3%
 
2.0 185 0.3%
 
6.0 163 0.3%
 
8.0 125 0.2%
 
18.0 91 0.2%
 
12.0 91 0.2%
 
16.0 85 0.1%
 
14.0 76 0.1%
 
10.0 75 0.1%
 
Other values (5608) 9267 15.4%
 
(Missing) 4006 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 45647 76.1%
 
2.0 185 0.3%
 
4.0 189 0.3%
 
6.0 163 0.3%
 
8.0 125 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
15268844.0 1 0.0%
 
15851300.0 1 0.0%
 
17295700.0 1 0.0%
 
20210666.0 1 0.0%
 
22987424.0 1 0.0%
 

dj_000
Numeric

Distinct count 73
Unique (%) 0.1%
Missing (%) 6.7%
Missing (n) 4007
Infinite (%) 0.0%
Infinite (n) 0
Mean 39.939
Minimum 0
Maximum 726750
Zeros (%) 93.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 726750
Range 726750
Interquartile range 0

Descriptive statistics

Standard deviation 4533.1
Coef of variation 113.5
Kurtosis 23737
Mean 39.939
MAD 79.631
Skewness 150.51
Sum 2236300
Variance 20549000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55796 93.0%
 
10.0 22 0.0%
 
30.0 13 0.0%
 
100.0 10 0.0%
 
50.0 9 0.0%
 
20.0 9 0.0%
 
60.0 8 0.0%
 
40.0 8 0.0%
 
80.0 6 0.0%
 
70.0 6 0.0%
 
Other values (62) 106 0.2%
 
(Missing) 4007 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55796 93.0%
 
10.0 22 0.0%
 
20.0 9 0.0%
 
30.0 13 0.0%
 
40.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
45600.0 1 0.0%
 
76720.0 1 0.0%
 
202800.0 1 0.0%
 
203840.0 1 0.0%
 
726750.0 2 0.0%
 

dk_000
Numeric

Distinct count 257
Unique (%) 0.4%
Missing (%) 6.7%
Missing (n) 4007
Infinite (%) 0.0%
Infinite (n) 0
Mean 1861.3
Minimum 0
Maximum 5483600
Zeros (%) 92.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 5483600
Range 5483600
Interquartile range 0

Descriptive statistics

Standard deviation 66598
Coef of variation 35.78
Kurtosis 2786
Mean 1861.3
MAD 3709
Skewness 49.022
Sum 104220000
Variance 4435300000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55675 92.8%
 
4.0 7 0.0%
 
8.0 5 0.0%
 
6.0 5 0.0%
 
18.0 4 0.0%
 
12.0 4 0.0%
 
2.0 4 0.0%
 
16.0 4 0.0%
 
34.0 3 0.0%
 
198466.0 3 0.0%
 
Other values (246) 279 0.5%
 
(Missing) 4007 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55675 92.8%
 
2.0 4 0.0%
 
4.0 7 0.0%
 
6.0 5 0.0%
 
8.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3452224.0 1 0.0%
 
3589808.0 1 0.0%
 
4164980.0 1 0.0%
 
4834786.0 1 0.0%
 
5483574.0 1 0.0%
 

dl_000
Numeric

Distinct count 182
Unique (%) 0.3%
Missing (%) 6.7%
Missing (n) 4008
Infinite (%) 0.0%
Infinite (n) 0
Mean 28542
Minimum 0
Maximum 103860000
Zeros (%) 92.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 103860000
Range 103860000
Interquartile range 0

Descriptive statistics

Standard deviation 1095700
Coef of variation 38.388
Kurtosis 3458.4
Mean 28542
MAD 56954
Skewness 53.369
Sum 1598100000
Variance 1200500000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55769 92.9%
 
230.0 3 0.0%
 
60.0 3 0.0%
 
410.0 3 0.0%
 
28979160.0 3 0.0%
 
180.0 3 0.0%
 
40.0 3 0.0%
 
2650.0 2 0.0%
 
33160.0 2 0.0%
 
1202220.0 2 0.0%
 
Other values (171) 199 0.3%
 
(Missing) 4008 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55769 92.9%
 
10.0 2 0.0%
 
20.0 2 0.0%
 
40.0 3 0.0%
 
50.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
57655820.0 1 0.0%
 
60396920.0 2 0.0%
 
60901670.0 1 0.0%
 
87475810.0 1 0.0%
 
103858120.0 1 0.0%
 

dm_000
Numeric

Distinct count 222
Unique (%) 0.4%
Missing (%) 6.7%
Missing (n) 4009
Infinite (%) 0.0%
Infinite (n) 0
Mean 7923.2
Minimum 0
Maximum 23698000
Zeros (%) 92.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 23698000
Range 23698000
Interquartile range 0

Descriptive statistics

Standard deviation 277540
Coef of variation 35.028
Kurtosis 2824.6
Mean 7923.2
MAD 15791
Skewness 48.891
Sum 443630000
Variance 77026000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 55734 92.9%
 
90.0 3 0.0%
 
28.0 3 0.0%
 
8844466.0 3 0.0%
 
6.0 3 0.0%
 
12.0 3 0.0%
 
2542448.0 2 0.0%
 
5148894.0 2 0.0%
 
136746.0 2 0.0%
 
109784.0 2 0.0%
 
Other values (211) 234 0.4%
 
(Missing) 4009 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55734 92.9%
 
4.0 1 0.0%
 
6.0 3 0.0%
 
8.0 1 0.0%
 
10.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
15439782.0 1 0.0%
 
15530894.0 2 0.0%
 
16257236.0 1 0.0%
 
18523316.0 1 0.0%
 
23697916.0 1 0.0%
 

dn_000
Highly correlated

This variable is highly correlated with cq_000 and should be ignored for analysis

Correlation 0.90183

do_000
Numeric

Distinct count 20515
Unique (%) 34.2%
Missing (%) 4.5%
Missing (n) 2724
Infinite (%) 0.0%
Infinite (n) 0
Mean 28508
Minimum 0
Maximum 1874500
Zeros (%) 22.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 20
Median 10377
Q3 37672
95-th percentile 100110
Maximum 1874500
Range 1874500
Interquartile range 37652

Descriptive statistics

Standard deviation 61255
Coef of variation 2.1487
Kurtosis 136.81
Mean 28508
MAD 30018
Skewness 9.027
Sum 1632800000
Variance 3752100000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 13287 22.1%
 
20.0 488 0.8%
 
60.0 217 0.4%
 
40.0 215 0.4%
 
6.0 162 0.3%
 
18.0 138 0.2%
 
12.0 132 0.2%
 
4.0 103 0.2%
 
16.0 85 0.1%
 
36.0 84 0.1%
 
Other values (20504) 42365 70.6%
 
(Missing) 2724 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13287 22.1%
 
2.0 34 0.1%
 
4.0 103 0.2%
 
6.0 162 0.3%
 
8.0 76 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1358378.0 2 0.0%
 
1423194.0 1 0.0%
 
1518584.0 1 0.0%
 
1727096.0 1 0.0%
 
1874542.0 1 0.0%
 

dp_000
Highly correlated

This variable is highly correlated with do_000 and should be ignored for analysis

Correlation 0.93954

dq_000
Numeric

Distinct count 8111
Unique (%) 13.5%
Missing (%) 4.5%
Missing (n) 2726
Infinite (%) 0.0%
Infinite (n) 0
Mean 4529400
Minimum 0
Maximum 6351900000
Zeros (%) 74.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4706700
Maximum 6351900000
Range 6351900000
Interquartile range 0

Descriptive statistics

Standard deviation 97485000
Coef of variation 21.523
Kurtosis 1436.4
Mean 4529400
MAD 8439900
Skewness 35.343
Sum 259420000000
Variance 9503300000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 44404 74.0%
 
80.0 50 0.1%
 
60.0 42 0.1%
 
100.0 37 0.1%
 
140.0 27 0.0%
 
120.0 26 0.0%
 
48.0 25 0.0%
 
240.0 22 0.0%
 
144.0 22 0.0%
 
72.0 22 0.0%
 
Other values (8100) 12597 21.0%
 
(Missing) 2726 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44404 74.0%
 
6.0 4 0.0%
 
8.0 1 0.0%
 
10.0 1 0.0%
 
12.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4035412466.0 1 0.0%
 
4272595430.0 3 0.0%
 
4280318042.0 1 0.0%
 
5562960856.0 1 0.0%
 
6351872864.0 1 0.0%
 

dr_000
Numeric

Distinct count 6683
Unique (%) 11.1%
Missing (%) 4.5%
Missing (n) 2726
Infinite (%) 0.0%
Infinite (n) 0
Mean 203760
Minimum 0
Maximum 50138000
Zeros (%) 73.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 689050
Maximum 50138000
Range 50138000
Interquartile range 0

Descriptive statistics

Standard deviation 1366100
Coef of variation 6.7043
Kurtosis 231
Mean 203760
MAD 374650
Skewness 12.914
Sum 11670000000
Variance 1866100000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 44267 73.8%
 
96.0 46 0.1%
 
118.0 45 0.1%
 
6.0 44 0.1%
 
138.0 43 0.1%
 
116.0 41 0.1%
 
126.0 40 0.1%
 
130.0 40 0.1%
 
104.0 39 0.1%
 
112.0 37 0.1%
 
Other values (6672) 12632 21.1%
 
(Missing) 2726 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44267 73.8%
 
2.0 2 0.0%
 
4.0 1 0.0%
 
6.0 44 0.1%
 
8.0 36 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
33768978.0 1 0.0%
 
37007136.0 1 0.0%
 
39461804.0 1 0.0%
 
45196140.0 1 0.0%
 
50137662.0 1 0.0%
 

ds_000
Numeric

Distinct count 26313
Unique (%) 43.9%
Missing (%) 4.5%
Missing (n) 2727
Infinite (%) 0.0%
Infinite (n) 0
Mean 89655
Minimum 0
Maximum 4971000
Zeros (%) 4.4%

Quantile statistics

Minimum 0
5-th percentile 6
Q1 684
Median 47940
Q3 99202
95-th percentile 300440
Maximum 4971000
Range 4971000
Interquartile range 98518

Descriptive statistics

Standard deviation 208200
Coef of variation 2.3223
Kurtosis 77.933
Mean 89655
MAD 92720
Skewness 7.3766
Sum 5134800000
Variance 43348000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2662 4.4%
 
20.0 151 0.3%
 
34.0 144 0.2%
 
40.0 141 0.2%
 
28.0 141 0.2%
 
46.0 141 0.2%
 
50.0 139 0.2%
 
42.0 137 0.2%
 
30.0 136 0.2%
 
38.0 130 0.2%
 
Other values (26302) 53351 88.9%
 
(Missing) 2727 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2662 4.4%
 
2.0 67 0.1%
 
4.0 79 0.1%
 
6.0 85 0.1%
 
8.0 77 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
3856964.0 1 0.0%
 
3859534.0 1 0.0%
 
3931728.0 1 0.0%
 
4877996.0 1 0.0%
 
4970962.0 1 0.0%
 

dt_000
Highly correlated

This variable is highly correlated with ds_000 and should be ignored for analysis

Correlation 0.96945

du_000
Numeric

Distinct count 28496
Unique (%) 47.5%
Missing (%) 4.5%
Missing (n) 2726
Infinite (%) 0.0%
Infinite (n) 0
Mean 4058700
Minimum 0
Maximum 460210000
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 5380
Median 185400
Q3 3472500
95-th percentile 19184000
Maximum 460210000
Range 460210000
Interquartile range 3467200

Descriptive statistics

Standard deviation 11568000
Coef of variation 2.8501
Kurtosis 150.7
Mean 4058700
MAD 5510900
Skewness 8.9777
Sum 232460000000
Variance 133810000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 3280 5.5%
 
80.0 181 0.3%
 
20.0 165 0.3%
 
40.0 164 0.3%
 
60.0 153 0.3%
 
100.0 144 0.2%
 
360.0 112 0.2%
 
660.0 104 0.2%
 
260.0 104 0.2%
 
460.0 102 0.2%
 
Other values (28485) 52765 87.9%
 
(Missing) 2726 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3280 5.5%
 
20.0 165 0.3%
 
40.0 164 0.3%
 
60.0 153 0.3%
 
80.0 181 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
266835800.0 1 0.0%
 
266902600.0 1 0.0%
 
267104360.0 1 0.0%
 
319054000.0 1 0.0%
 
460207620.0 1 0.0%
 

dv_000
Numeric

Distinct count 30140
Unique (%) 50.2%
Missing (%) 4.5%
Missing (n) 2726
Infinite (%) 0.0%
Infinite (n) 0
Mean 593830
Minimum 0
Maximum 127030000
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 742
Median 30592
Q3 534660
95-th percentile 2491000
Maximum 127030000
Range 127030000
Interquartile range 533910

Descriptive statistics

Standard deviation 2083000
Coef of variation 3.5077
Kurtosis 522.36
Mean 593830
MAD 795030
Skewness 16.296
Sum 34011000000
Variance 4338900000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 3278 5.5%
 
8.0 169 0.3%
 
4.0 164 0.3%
 
6.0 163 0.3%
 
2.0 159 0.3%
 
10.0 114 0.2%
 
16.0 96 0.2%
 
12.0 93 0.2%
 
20.0 86 0.1%
 
18.0 85 0.1%
 
Other values (30129) 52867 88.1%
 
(Missing) 2726 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3278 5.5%
 
2.0 159 0.3%
 
4.0 164 0.3%
 
6.0 163 0.3%
 
8.0 169 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
74669282.0 1 0.0%
 
74669330.0 1 0.0%
 
78291972.0 1 0.0%
 
86985916.0 1 0.0%
 
127034534.0 1 0.0%
 

dx_000
Numeric

Distinct count 14736
Unique (%) 24.6%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 791210
Minimum 0
Maximum 114290000
Zeros (%) 65.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8764
95-th percentile 3415100
Maximum 114290000
Range 114290000
Interquartile range 8764

Descriptive statistics

Standard deviation 4151000
Coef of variation 5.2464
Kurtosis 161.69
Mean 791210
MAD 1376300
Skewness 10.871
Sum 45318000000
Variance 17231000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 39558 65.9%
 
2.0 172 0.3%
 
4.0 75 0.1%
 
6.0 49 0.1%
 
8.0 43 0.1%
 
10.0 35 0.1%
 
12.0 28 0.0%
 
16.0 25 0.0%
 
14.0 21 0.0%
 
138.0 15 0.0%
 
Other values (14725) 17256 28.8%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 39558 65.9%
 
2.0 172 0.3%
 
4.0 75 0.1%
 
6.0 49 0.1%
 
8.0 43 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
94373000.0 2 0.0%
 
100862108.0 1 0.0%
 
101962296.0 1 0.0%
 
111558320.0 1 0.0%
 
114288420.0 1 0.0%
 

dy_000
Numeric

Distinct count 6312
Unique (%) 10.5%
Missing (%) 4.5%
Missing (n) 2724
Infinite (%) 0.0%
Infinite (n) 0
Mean 7780.3
Minimum 0
Maximum 3793000
Zeros (%) 60.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 36
95-th percentile 24854
Maximum 3793000
Range 3793000
Interquartile range 36

Descriptive statistics

Standard deviation 59244
Coef of variation 7.6146
Kurtosis 725.35
Mean 7780.3
MAD 13694
Skewness 20.748
Sum 445630000
Variance 3509900000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 36269 60.4%
 
8.0 1083 1.8%
 
12.0 694 1.2%
 
4.0 670 1.1%
 
10.0 588 1.0%
 
14.0 455 0.8%
 
16.0 441 0.7%
 
6.0 380 0.6%
 
18.0 347 0.6%
 
20.0 329 0.5%
 
Other values (6301) 16020 26.7%
 
(Missing) 2724 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36269 60.4%
 
2.0 86 0.1%
 
4.0 670 1.1%
 
6.0 380 0.6%
 
8.0 1083 1.8%
 

Maximum 5 values

Value Count Frequency (%)  
1916590.0 1 0.0%
 
2381954.0 1 0.0%
 
2388100.0 1 0.0%
 
3115824.0 1 0.0%
 
3793022.0 1 0.0%
 

dz_000
Numeric

Distinct count 48
Unique (%) 0.1%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.21576
Minimum 0
Maximum 1414
Zeros (%) 95.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1414
Range 1414
Interquartile range 0

Descriptive statistics

Standard deviation 10.821
Coef of variation 50.153
Kurtosis 9955.6
Mean 0.21576
MAD 0.42931
Skewness 92.41
Sum 12358
Variance 117.09
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 56984 95.0%
 
2.0 105 0.2%
 
4.0 33 0.1%
 
6.0 25 0.0%
 
14.0 20 0.0%
 
8.0 17 0.0%
 
12.0 11 0.0%
 
10.0 9 0.0%
 
16.0 5 0.0%
 
42.0 5 0.0%
 
Other values (37) 63 0.1%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56984 95.0%
 
2.0 105 0.2%
 
4.0 33 0.1%
 
6.0 25 0.0%
 
8.0 17 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
514.0 1 0.0%
 
904.0 1 0.0%
 
940.0 1 0.0%
 
1212.0 1 0.0%
 
1414.0 1 0.0%
 

ea_000
Numeric

Distinct count 135
Unique (%) 0.2%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.5677
Minimum 0
Maximum 8506
Zeros (%) 94.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 8506
Range 8506
Interquartile range 0

Descriptive statistics

Standard deviation 53.529
Coef of variation 34.144
Kurtosis 12082
Mean 1.5677
MAD 3.0949
Skewness 91.231
Sum 89796
Variance 2865.3
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 56535 94.2%
 
2.0 161 0.3%
 
4.0 74 0.1%
 
6.0 43 0.1%
 
8.0 37 0.1%
 
10.0 31 0.1%
 
12.0 20 0.0%
 
14.0 18 0.0%
 
18.0 17 0.0%
 
22.0 16 0.0%
 
Other values (124) 325 0.5%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56535 94.2%
 
2.0 161 0.3%
 
4.0 74 0.1%
 
6.0 43 0.1%
 
8.0 37 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2546.0 1 0.0%
 
2754.0 1 0.0%
 
2956.0 1 0.0%
 
3342.0 1 0.0%
 
8506.0 1 0.0%
 

eb_000
Numeric

Distinct count 27832
Unique (%) 46.4%
Missing (%) 6.7%
Missing (n) 4007
Infinite (%) 0.0%
Infinite (n) 0
Mean 9717100
Minimum 0
Maximum 1322500000
Zeros (%) 35.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 622110
Q3 4000300
95-th percentile 40315000
Maximum 1322500000
Range 1322500000
Interquartile range 4000300

Descriptive statistics

Standard deviation 42747000
Coef of variation 4.3991
Kurtosis 240.44
Mean 9717100
MAD 14193000
Skewness 13.356
Sum 544090000000
Variance 1827300000000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 21449 35.7%
 
455490.0 7 0.0%
 
451920.0 7 0.0%
 
752140.0 7 0.0%
 
10611120.0 7 0.0%
 
410080.0 6 0.0%
 
5834810.0 6 0.0%
 
9814160.0 6 0.0%
 
228290.0 6 0.0%
 
7165300.0 6 0.0%
 
Other values (27821) 34486 57.5%
 
(Missing) 4007 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 21449 35.7%
 
10.0 3 0.0%
 
40.0 1 0.0%
 
80.0 1 0.0%
 
110.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1111888880.0 1 0.0%
 
1147943140.0 1 0.0%
 
1195443160.0 1 0.0%
 
1234411240.0 1 0.0%
 
1322456920.0 1 0.0%
 

ec_00
Numeric

Distinct count 31142
Unique (%) 51.9%
Missing (%) 17.1%
Missing (n) 10239
Infinite (%) 0.0%
Infinite (n) 0
Mean 1353.1
Minimum 0
Maximum 106020
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0.82
Q1 114.76
Median 754.4
Q3 1379.4
95-th percentile 3796.3
Maximum 106020
Range 106020
Interquartile range 1264.6

Descriptive statistics

Standard deviation 3536.6
Coef of variation 2.6137
Kurtosis 134.23
Mean 1353.1
MAD 1309.3
Skewness 9.7853
Sum 67333000
Variance 12508000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 1276 2.1%
 
0.72 85 0.1%
 
0.74 79 0.1%
 
0.82 77 0.1%
 
0.7 77 0.1%
 
0.64 72 0.1%
 
0.8 68 0.1%
 
0.86 66 0.1%
 
0.66 63 0.1%
 
0.9 60 0.1%
 
Other values (31131) 47838 79.7%
 
(Missing) 10239 17.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1276 2.1%
 
0.02 17 0.0%
 
0.04 11 0.0%
 
0.06 12 0.0%
 
0.08 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
77698.46 1 0.0%
 
79816.0 1 0.0%
 
80805.16 1 0.0%
 
83520.48 2 0.0%
 
106020.22 1 0.0%
 

ed_000
Highly correlated

This variable is highly correlated with ec_00 and should be ignored for analysis

Correlation 0.95686

ee_000
Highly correlated

This variable is highly correlated with cs_003 and should be ignored for analysis

Correlation 0.91027

ee_001
Highly correlated

This variable is highly correlated with ba_000 and should be ignored for analysis

Correlation 0.90441

ee_002
Highly correlated

This variable is highly correlated with cn_004 and should be ignored for analysis

Correlation 0.92769

ee_003
Highly correlated

This variable is highly correlated with ee_002 and should be ignored for analysis

Correlation 0.94623

ee_004
Highly correlated

This variable is highly correlated with ee_003 and should be ignored for analysis

Correlation 0.95588

ee_005
Numeric

Distinct count 36289
Unique (%) 60.5%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 393950
Minimum 0
Maximum 57435000
Zeros (%) 4.7%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 3584
Median 189990
Q3 403220
95-th percentile 1280500
Maximum 57435000
Range 57435000
Interquartile range 399640

Descriptive statistics

Standard deviation 1121000
Coef of variation 2.8457
Kurtosis 390.78
Mean 393950
MAD 412290
Skewness 14.556
Sum 23372000000
Variance 1256700000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 2814 4.7%
 
28.0 316 0.5%
 
22.0 304 0.5%
 
20.0 303 0.5%
 
24.0 298 0.5%
 
18.0 292 0.5%
 
26.0 290 0.5%
 
16.0 289 0.5%
 
30.0 257 0.4%
 
12.0 245 0.4%
 
Other values (36278) 53921 89.9%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2814 4.7%
 
2.0 156 0.3%
 
4.0 154 0.3%
 
6.0 193 0.3%
 
8.0 173 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
37068616.0 1 0.0%
 
39040328.0 1 0.0%
 
41863984.0 1 0.0%
 
47923886.0 1 0.0%
 
57435236.0 1 0.0%
 

ee_006
Numeric

Distinct count 31796
Unique (%) 53.0%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 333060
Minimum 0
Maximum 31608000
Zeros (%) 7.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 512
Median 92432
Q3 275090
95-th percentile 1203500
Maximum 31608000
Range 31608000
Interquartile range 274580

Descriptive statistics

Standard deviation 1069200
Coef of variation 3.2101
Kurtosis 159.27
Mean 333060
MAD 399100
Skewness 10.297
Sum 19760000000
Variance 1143100000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 4458 7.4%
 
4.0 313 0.5%
 
2.0 307 0.5%
 
8.0 270 0.4%
 
6.0 261 0.4%
 
22.0 255 0.4%
 
14.0 251 0.4%
 
16.0 246 0.4%
 
10.0 242 0.4%
 
12.0 242 0.4%
 
Other values (31785) 52484 87.5%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4458 7.4%
 
2.0 307 0.5%
 
4.0 313 0.5%
 
6.0 261 0.4%
 
8.0 270 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
26809754.0 1 0.0%
 
28114070.0 1 0.0%
 
28276990.0 1 0.0%
 
29729204.0 1 0.0%
 
31607814.0 1 0.0%
 

ee_007
Numeric

Distinct count 30470
Unique (%) 50.8%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 346270
Minimum 0
Maximum 119580000
Zeros (%) 13.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 110
Median 41098
Q3 167810
95-th percentile 982720
Maximum 119580000
Range 119580000
Interquartile range 167700

Descriptive statistics

Standard deviation 1728100
Coef of variation 4.9905
Kurtosis 531.3
Mean 346270
MAD 491390
Skewness 15.717
Sum 20544000000
Variance 2986200000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 7898 13.2%
 
2.0 420 0.7%
 
4.0 327 0.5%
 
6.0 321 0.5%
 
8.0 273 0.5%
 
12.0 226 0.4%
 
10.0 221 0.4%
 
36.0 197 0.3%
 
14.0 188 0.3%
 
18.0 176 0.3%
 
Other values (30459) 49082 81.8%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7898 13.2%
 
2.0 420 0.7%
 
4.0 327 0.5%
 
6.0 321 0.5%
 
8.0 273 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
37278556.0 1 0.0%
 
43042628.0 1 0.0%
 
43829682.0 1 0.0%
 
53246022.0 1 0.0%
 
119580108.0 1 0.0%
 

ee_008
Numeric

Distinct count 24214
Unique (%) 40.4%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 138730
Minimum 0
Maximum 19267000
Zeros (%) 28.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 3812
Q3 139720
95-th percentile 564330
Maximum 19267000
Range 19267000
Interquartile range 139720

Descriptive statistics

Standard deviation 449510
Coef of variation 3.2402
Kurtosis 295.83
Mean 138730
MAD 180660
Skewness 13.426
Sum 8230700000
Variance 202060000000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 17280 28.8%
 
2.0 299 0.5%
 
4.0 238 0.4%
 
10.0 217 0.4%
 
6.0 197 0.3%
 
8.0 195 0.3%
 
12.0 176 0.3%
 
20.0 173 0.3%
 
14.0 166 0.3%
 
18.0 146 0.2%
 
Other values (24203) 40242 67.1%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17280 28.8%
 
2.0 299 0.5%
 
4.0 238 0.4%
 
6.0 197 0.3%
 
8.0 195 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
13949742.0 1 0.0%
 
13951536.0 1 0.0%
 
14045640.0 2 0.0%
 
14560586.0 2 0.0%
 
19267396.0 1 0.0%
 

ee_009
Numeric

Distinct count 9725
Unique (%) 16.2%
Missing (%) 1.1%
Missing (n) 671
Infinite (%) 0.0%
Infinite (n) 0
Mean 8388.9
Minimum 0
Maximum 3810100
Zeros (%) 53.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2028
95-th percentile 37015
Maximum 3810100
Range 3810100
Interquartile range 2028

Descriptive statistics

Standard deviation 47470
Coef of variation 5.6587
Kurtosis 1523.7
Mean 8388.9
MAD 13117
Skewness 29.214
Sum 497710000
Variance 2253400000
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 31863 53.1%
 
2.0 301 0.5%
 
10.0 290 0.5%
 
8.0 275 0.5%
 
6.0 258 0.4%
 
4.0 249 0.4%
 
12.0 214 0.4%
 
14.0 214 0.4%
 
16.0 173 0.3%
 
20.0 167 0.3%
 
Other values (9714) 25325 42.2%
 
(Missing) 671 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 31863 53.1%
 
2.0 301 0.5%
 
4.0 249 0.4%
 
6.0 258 0.4%
 
8.0 275 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
1695086.0 1 0.0%
 
2528010.0 1 0.0%
 
2646880.0 1 0.0%
 
2708070.0 2 0.0%
 
3810078.0 1 0.0%
 

ef_000
Numeric

Distinct count 29
Unique (%) 0.0%
Missing (%) 4.5%
Missing (n) 2724
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.090579
Minimum 0
Maximum 482
Zeros (%) 95.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 482
Range 482
Interquartile range 0

Descriptive statistics

Standard deviation 4.3689
Coef of variation 48.233
Kurtosis 6112.5
Mean 0.090579
MAD 0.18035
Skewness 73.432
Sum 5188
Variance 19.087
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 57021 95.0%
 
2.0 132 0.2%
 
4.0 52 0.1%
 
6.0 13 0.0%
 
8.0 11 0.0%
 
84.0 6 0.0%
 
10.0 6 0.0%
 
12.0 6 0.0%
 
20.0 3 0.0%
 
18.0 2 0.0%
 
Other values (18) 24 0.0%
 
(Missing) 2724 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 57021 95.0%
 
2.0 132 0.2%
 
4.0 52 0.1%
 
6.0 13 0.0%
 
8.0 11 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
276.0 1 0.0%
 
320.0 1 0.0%
 
350.0 2 0.0%
 
362.0 1 0.0%
 
482.0 1 0.0%
 

eg_000
Numeric

Distinct count 50
Unique (%) 0.1%
Missing (%) 4.5%
Missing (n) 2723
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.21276
Minimum 0
Maximum 1146
Zeros (%) 94.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1146
Range 1146
Interquartile range 0

Descriptive statistics

Standard deviation 8.8306
Coef of variation 41.506
Kurtosis 9444.3
Mean 0.21276
MAD 0.42192
Skewness 89.029
Sum 12186
Variance 77.98
Memory size 468.8 KiB
Value Count Frequency (%)  
0.0 56794 94.7%
 
2.0 178 0.3%
 
4.0 79 0.1%
 
6.0 55 0.1%
 
8.0 29 0.0%
 
10.0 24 0.0%
 
14.0 14 0.0%
 
12.0 12 0.0%
 
26.0 11 0.0%
 
32.0 6 0.0%
 
Other values (39) 75 0.1%
 
(Missing) 2723 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56794 94.7%
 
2.0 178 0.3%
 
4.0 79 0.1%
 
6.0 55 0.1%
 
8.0 29 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
430.0 2 0.0%
 
606.0 1 0.0%
 
892.0 1 0.0%
 
910.0 1 0.0%
 
1146.0 1 0.0%
 

Correlations

Sample

class aa_000 ab_000 ac_000 ad_000 ae_000 af_000 ag_000 ag_001 ag_002 ag_003 ag_004 ag_005 ag_006 ag_007 ag_008 ag_009 ah_000 ai_000 aj_000 ak_000 al_000 am_0 an_000 ao_000 ap_000 aq_000 ar_000 as_000 at_000 au_000 av_000 ax_000 ay_000 ay_001 ay_002 ay_003 ay_004 ay_005 ay_006 ay_007 ay_008 ay_009 az_000 az_001 az_002 az_003 az_004 az_005 az_006 az_007 az_008 az_009 ba_000 ba_001 ba_002 ba_003 ba_004 ba_005 ba_006 ba_007 ba_008 ba_009 bb_000 bc_000 bd_000 be_000 bf_000 bg_000 bh_000 bi_000 bj_000 bk_000 bl_000 bm_000 bn_000 bo_000 bp_000 bq_000 br_000 bs_000 bt_000 bu_000 bv_000 bx_000 by_000 bz_000 ca_000 cb_000 cc_000 cd_000 ce_000 cf_000 cg_000 ch_000 ci_000 cj_000 ck_000 cl_000 cm_000 cn_000 cn_001 cn_002 cn_003 cn_004 cn_005 cn_006 cn_007 cn_008 cn_009 co_000 cp_000 cq_000 cr_000 cs_000 cs_001 cs_002 cs_003 cs_004 cs_005 cs_006 cs_007 cs_008 cs_009 ct_000 cu_000 cv_000 cx_000 cy_000 cz_000 da_000 db_000 dc_000 dd_000 de_000 df_000 dg_000 dh_000 di_000 dj_000 dk_000 dl_000 dm_000 dn_000 do_000 dp_000 dq_000 dr_000 ds_000 dt_000 du_000 dv_000 dx_000 dy_000 dz_000 ea_000 eb_000 ec_00 ed_000 ee_000 ee_001 ee_002 ee_003 ee_004 ee_005 ee_006 ee_007 ee_008 ee_009 ef_000 eg_000
0 0.0 76698.0 NaN 2.130706e+09 280.0 0.0 0.0 0.0 0.0 0.0 0.0 37250.0 1432864.0 3664156.0 1007684.0 25896.0 0.0 2551696.0 0.0 0.0 0.0 0.0 0.0 4933296.0 3655166.0 1766008.0 1132040.0 0.0 0.0 0.0 0.0 1012.0 268.0 0.0 0.0 0.0 0.0 0.0 469014.0 4239660.0 703300.0 755876.0 0.0 5374.0 2108.0 4114.0 12348.0 615248.0 5526276.0 2378.0 4.0 0.0 0.0 2328746.0 1022304.0 415432.0 287230.0 310246.0 681504.0 1118814.0 3574.0 0.0 0.0 6700214.0 0.0 10.0 108.0 50.0 2551696.0 97518.0 947550.0 799478.0 330760.0 353400.0 299160.0 305200.0 283680.0 NaN NaN NaN 178540.0 76698.08 6700214.0 6700214.0 6599892.0 43566.0 68656.0 54064.0 638360.0 6167850.0 1209600.0 246244.0 2.0 96.0 0.0 5245752.00 0.0 916567.68 6.0 1924.0 0.0 0.0 0.0 118196.0 1309472.0 3247182.0 1381362.0 98822.0 11208.0 1608.0 220.0 240.0 6700214.0 NaN 10476.0 1226.0 267998.0 521832.0 428776.0 4015854.0 895240.0 26330.0 118.0 0.0 532.0 734.0 4122704.0 51288.0 0.0 532572.0 0.0 18.0 5330690.0 4732.0 1126.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 62282.0 85908.0 32790.0 0.0 0.0 202710.0 37928.0 14745580.0 1876644.0 0.0 0.0 0.0 0.0 2801180.0 2445.80 2712.0 965866.0 1706908.0 1240520.0 493384.0 721044.0 469792.0 339156.0 157956.0 73224.0 0.0 0.0 0.0
1 0.0 33058.0 NaN 0.000000e+00 NaN 0.0 0.0 0.0 0.0 0.0 0.0 18254.0 653294.0 1720800.0 516724.0 31642.0 0.0 1393352.0 0.0 68.0 0.0 0.0 0.0 2560898.0 2127150.0 1084598.0 338544.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 71510.0 772720.0 1996924.0 99560.0 0.0 7336.0 7808.0 13776.0 13086.0 1010074.0 1873902.0 14726.0 6.0 0.0 0.0 1378576.0 447166.0 199512.0 154298.0 137280.0 138668.0 165908.0 229652.0 87082.0 4708.0 3646660.0 86.0 454.0 364.0 350.0 1393352.0 49028.0 688314.0 392208.0 341420.0 359780.0 366560.0 NaN NaN NaN NaN NaN 6700.0 33057.51 3646660.0 3646660.0 3582034.0 17733.0 260120.0 115626.0 6900.0 2942850.0 1209600.0 0.0 NaN NaN NaN 2291079.36 0.0 643536.96 0.0 0.0 0.0 0.0 38.0 98644.0 1179502.0 1286736.0 336388.0 36294.0 5192.0 56.0 NaN 0.0 3646660.0 NaN 6160.0 796.0 164860.0 350066.0 272956.0 1837600.0 301242.0 9148.0 22.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN 3312.0 522.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 33736.0 36946.0 5936.0 0.0 0.0 103330.0 16254.0 4510080.0 868538.0 0.0 0.0 0.0 0.0 3477820.0 2211.76 2334.0 664504.0 824154.0 421400.0 178064.0 293306.0 245416.0 133654.0 81140.0 97576.0 1500.0 0.0 0.0
2 0.0 41040.0 NaN 2.280000e+02 100.0 0.0 0.0 0.0 0.0 0.0 0.0 1648.0 370592.0 1883374.0 292936.0 12016.0 0.0 1234132.0 0.0 0.0 0.0 0.0 0.0 2371990.0 2173634.0 300796.0 153698.0 0.0 0.0 0.0 0.0 358.0 110.0 0.0 0.0 0.0 0.0 0.0 0.0 870456.0 239798.0 1450312.0 0.0 1620.0 1156.0 1228.0 34250.0 1811606.0 710672.0 34.0 0.0 0.0 0.0 790690.0 672026.0 332340.0 254892.0 189596.0 135758.0 103552.0 81666.0 46.0 0.0 2673338.0 128.0 202.0 576.0 4.0 1234132.0 28804.0 160176.0 139730.0 137160.0 130640.0 NaN NaN NaN NaN NaN NaN 28000.0 41040.08 2673338.0 2673338.0 2678534.0 15439.0 7466.0 22436.0 248240.0 2560566.0 1209600.0 63328.0 0.0 124.0 0.0 2322692.16 0.0 236099.52 0.0 0.0 0.0 0.0 0.0 33276.0 1215280.0 1102798.0 196502.0 10260.0 2422.0 28.0 0.0 6.0 2673338.0 NaN 3584.0 500.0 56362.0 149726.0 100326.0 1744838.0 488302.0 16682.0 246.0 0.0 230.0 292.0 2180528.0 29188.0 22.0 20346.0 0.0 0.0 2341048.0 1494.0 152.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 13876.0 38182.0 8138.0 0.0 0.0 65772.0 10534.0 300240.0 48028.0 0.0 0.0 0.0 0.0 1040120.0 1018.64 1020.0 262032.0 453378.0 277378.0 159812.0 423992.0 409564.0 320746.0 158022.0 95128.0 514.0 0.0 0.0
3 0.0 12.0 0.0 7.000000e+01 66.0 0.0 10.0 0.0 0.0 0.0 318.0 2212.0 3232.0 1872.0 0.0 0.0 0.0 2668.0 0.0 0.0 0.0 642.0 3894.0 10184.0 7554.0 10764.0 1014.0 0.0 0.0 0.0 0.0 60.0 6.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2038.0 5596.0 0.0 64.0 6.0 6.0 914.0 76.0 2478.0 2398.0 1692.0 0.0 0.0 6176.0 340.0 304.0 102.0 74.0 406.0 216.0 16.0 0.0 0.0 21614.0 2.0 12.0 0.0 0.0 2668.0 184.0 7632.0 3090.0 NaN NaN NaN NaN NaN NaN NaN NaN 10580.0 12.69 21614.0 21614.0 21772.0 32.0 50.0 1994.0 21400.0 7710.0 1209600.0 302.0 2.0 6.0 0.0 2135.04 0.0 4525.44 2.0 16.0 0.0 52.0 2544.0 1894.0 2170.0 822.0 152.0 0.0 0.0 0.0 2.0 2.0 21614.0 0.0 1032.0 6.0 24.0 656.0 692.0 4836.0 388.0 0.0 0.0 0.0 138.0 8.0 1666.0 72.0 0.0 12.0 0.0 0.0 2578.0 76.0 62.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 232.0 0.0 0.0 2014.0 370.0 48.0 18.0 15740.0 1822.0 20174.0 44.0 0.0 0.0 0.0 1.08 54.0 5670.0 1566.0 240.0 46.0 58.0 44.0 10.0 0.0 0.0 0.0 4.0 32.0
4 0.0 60874.0 NaN 1.368000e+03 458.0 0.0 0.0 0.0 0.0 0.0 0.0 43752.0 1966618.0 1800340.0 131646.0 4588.0 0.0 1974038.0 0.0 226.0 0.0 0.0 0.0 3230626.0 2618878.0 1058136.0 551022.0 0.0 0.0 0.0 0.0 1788.0 642.0 0.0 0.0 0.0 0.0 42124.0 372236.0 2128914.0 819596.0 584074.0 0.0 1644.0 362.0 562.0 842.0 30194.0 3911734.0 1606.0 0.0 0.0 0.0 1348578.0 1035668.0 338762.0 236540.0 182278.0 151778.0 163248.0 470800.0 19292.0 0.0 4289260.0 448.0 556.0 642.0 2.0 1974038.0 86454.0 653692.0 399410.0 306780.0 282560.0 274180.0 NaN NaN NaN NaN NaN 189000.0 60874.03 4289260.0 4289260.0 4283332.0 24793.0 17052.0 61844.0 654700.0 3946944.0 1209600.0 135720.0 0.0 152.0 0.0 3565684.80 0.0 379111.68 0.0 746.0 0.0 0.0 356.0 378910.0 2497104.0 993000.0 64230.0 10482.0 2776.0 86.0 202.0 212.0 4289260.0 NaN 3942.0 520.0 80950.0 227322.0 186242.0 2288268.0 1137268.0 22228.0 204.0 0.0 1716.0 1664.0 3440288.0 215826.0 0.0 4262.0 0.0 0.0 3590004.0 2026.0 444.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 44946.0 62648.0 11506.0 0.0 0.0 149474.0 35154.0 457040.0 80482.0 98334.0 27588.0 0.0 0.0 21173050.0 1116.06 1176.0 404740.0 904230.0 622012.0 229790.0 405298.0 347188.0 286954.0 311560.0 433954.0 1218.0 0.0 0.0